CN111507065A - Reading information processing method and device and storage medium - Google Patents

Reading information processing method and device and storage medium Download PDF

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Publication number
CN111507065A
CN111507065A CN202010161862.8A CN202010161862A CN111507065A CN 111507065 A CN111507065 A CN 111507065A CN 202010161862 A CN202010161862 A CN 202010161862A CN 111507065 A CN111507065 A CN 111507065A
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China
Prior art keywords
word
recommended
reading information
words
search result
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CN202010161862.8A
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Chinese (zh)
Inventor
唐子杰
陈锡彬
曹文强
邵领
毛凌华
张家裕
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Baidu Online Network Technology Beijing Co Ltd
Beijing Baidu Netcom Science and Technology Co Ltd
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Beijing Baidu Netcom Science and Technology Co Ltd
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Priority to CN202010161862.8A priority Critical patent/CN111507065A/en
Publication of CN111507065A publication Critical patent/CN111507065A/en
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/103—Formatting, i.e. changing of presentation of documents
    • G06F40/117—Tagging; Marking up; Designating a block; Setting of attributes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting

Abstract

The application discloses a reading information processing method, reading information processing equipment and a storage medium, and relates to the field of intelligent equipment. The specific implementation scheme is as follows: detecting and determining that a recommended word marked in the currently displayed reading information is clicked; the recommended words are potential search words mined in the reading information in advance; acquiring a search result of the recommended word from the server, wherein the search result is related information of the recommended word searched by the server; and displaying the search result. The technical scheme is that in the process of reading and reading information by a user, the user can quickly and concisely answer suspicions, so that in the process of reading and reading information by the user, only the recommendation words with the suspicions need to be clicked, search results can be seen in a pop-up page, a current reading interface of the reading information does not need to be left, other search engines do not need to be opened to realize searching, and the process of answering the suspicions by the user is very convenient, quick and concise.

Description

Reading information processing method and device and storage medium
Technical Field
The present application relates to the field of computer technologies, and in particular, to a method and an apparatus for processing read information, and a storage medium.
Background
With the explosion of mobile internet, electronic reading has become an indispensable part of most netizens. Reading is a mental exercise, and words seen by eyes are received from the brain, and questions are easy to be raised when the words are understood to mean words and sections.
In the prior art, when a user reads information with a Web page as a carrier or an Application (App) as a carrier, after the user generates confusion on content, the user selects words with confusion in reading and copies the part of words, then a search engine is opened, the words are pasted in the search engine, and relevant data is obtained through searching to solve the confusion of the user.
However, in the process of reading and reading information by the existing user, the process of solving the doubt is very complicated, and a technical scheme for quickly and simply solving the doubt for the user in the process of reading and reading the information by the user needs to be provided urgently.
Disclosure of Invention
In order to solve the above technical problems, the present application provides a method, a device and a storage medium for processing read information, which are used to provide a technical solution that can quickly and concisely solve the confusion for a user in the process of reading the read information by the user.
In a first aspect, the present application provides a read information processing method, including:
detecting and determining that a recommended word marked in the currently displayed reading information is clicked; the recommended words are potential search words mined in the reading information in advance;
obtaining a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server;
and displaying the search result.
Further optionally, in the method described above, obtaining a search result of the recommended word from a server includes:
sending a search result acquisition request carrying the recommended word to the server to request to acquire the search result searched by the server in advance;
and receiving the search result sent by the server.
Further optionally, in the method described above, before detecting and determining that the recommended word in the presented reading information is clicked, the method further includes:
detecting whether the recommended word in the reading information is displayed or not;
if yes, sending a search request carrying the recommended word to the server so that the server can search the relevant information of the recommended word as the search result.
Further optionally, in the method described above, obtaining a search result of the recommended word from a server includes:
sending a search request carrying the recommended word to the server so that the server can search the relevant information of the recommended word as the search result;
and receiving the search result sent by the server.
In a second aspect, the present application further provides a read information processing method, including:
mining recommended words in the reading information; the recommended word is a potential search word;
marking the recommended words in the reading information in a preset word circling mode;
and sending the reading information of the recommended word marked with the preset word circling mode to a mobile terminal so that the mobile terminal can display the reading information to a user.
Further optionally, in the method described above, mining the recommended word in the reading information includes:
and screening the recommended words from the reading information according to a preset professional word bank, user attributes, attributes of the reading information and a preset word segmentation screening strategy in each field.
Further optionally, in the method, the screening the recommended word from the reading information according to a preset professional lexicon, a preset user attribute and a preset attribute of the reading information in each field includes:
screening candidate words of corresponding fields from the reading information according to a preset professional word bank of each field;
and screening the recommended words from all candidate words according to the user attributes and/or the attributes of the reading information and a preset word segmentation screening strategy.
Further optionally, in the method, after the reading information of the recommended word labeled in the preset word circling manner is sent to the mobile terminal, the method further includes:
receiving a search request which is sent by the mobile terminal and carries the recommended word marked in the reading information;
searching the related information of the recommended word as a search result according to the search request;
and sending the search result to the mobile terminal so that the mobile terminal can display the search result.
Further optionally, in the method as described above, according to the search request, searching for relevant information of the recommended word as a search result, further includes:
acquiring a word bank identifier corresponding to the recommended word according to the recommended word in the search request;
and searching the related information of the recommended word in a corresponding search database according to the word bank identification to serve as the search result.
In a third aspect, the present application further provides a mobile terminal, including:
the detection module is used for detecting and determining that the recommended word marked in the currently displayed reading information is clicked; the recommended words are potential search words mined in the reading information in advance;
the acquisition module is used for acquiring a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server;
and the display module is used for displaying the search result in a floating layer interface mode.
In a fourth aspect, the present application further provides a server device, including:
the mining module is used for mining recommended words in the reading information; the recommended word is a potential search word;
the labeling module is used for labeling the recommended words in the reading information in a preset word circling mode;
and the sending module is used for sending the reading information of the recommended word marked by the preset word circling mode to the mobile terminal so that the mobile terminal can display the reading information to a user.
In a fifth aspect, the present application further provides an electronic device, including:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform a method as any one of above.
In a sixth aspect, the present application also provides a non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the method of any of the above.
One embodiment in the above application has the following advantages or benefits: detecting and determining that the recommended word marked in the currently displayed reading information is clicked; the recommendation words are potential search words mined in the reading information in advance; acquiring a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server; and displaying the search result. According to the technical scheme, the technical scheme is that in the process of reading information by a user, the user can quickly and concisely answer suspicions for the user, through pre-mining recommendation tests, the user can read the information in the process of reading the information only by clicking key points on the suspicions, so that a search result can be seen in a floating layer interface, the current reading interface of the reading information is not needed to be left, other search engines are not needed to be opened to realize searching, the process of answering suspicions for the user is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
Furthermore, the recommendation words in the reading information are mined; the recommended word is a potential search word; marking recommended words in the reading information in a preset word circling mode; and sending reading information of the recommended word marked in a preset word circling mode to the mobile terminal so that the mobile terminal can display the reading information to a user. According to the technical scheme, the potential search words in the reading information can be mined in advance and marked as the recommended words to be recommended to the user, so that the user can quickly acquire the search results of the recommended words based on the recommended words in the reading information without additionally opening a search engine for searching, the process of answering questions for the user based on the scheme is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
Further, the method comprises the steps of receiving a search request which is sent by the mobile terminal and carries the recommended word marked in the reading information; searching the related information of the recommended word as a search result according to the search request; the search result is sent to the mobile terminal, so that the mobile terminal can display the search result in a floating layer interface mode, a technical scheme for quickly and concisely solving the doubt for the user in the information reading process of the user is provided, the user can see the search result in a pop-up page only by clicking the recommended word for the questionable recommended word in the information reading process without leaving the current information reading interface or opening other search engines to realize searching, the process of answering the question for the user is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
Further, the method and the device can also obtain word bank identifications corresponding to the recommended words according to the recommended words in the search request; according to the word bank identification, the related information of the recommended word is searched in the corresponding search database and used as a search result, the recommended word can be searched in the search database corresponding to the word bank identification, and the accuracy of the search result can be effectively guaranteed.
Other effects of the above-described alternative will be described below with reference to specific embodiments.
Drawings
The drawings are included to provide a better understanding of the present solution and are not intended to limit the present application. Wherein:
FIG. 1 is a schematic diagram according to a first embodiment of the present application;
FIG. 2 is a schematic diagram according to a second embodiment of the present application;
FIG. 3 is a schematic illustration according to a third embodiment of the present application;
FIGS. 4A-4C are schematic diagrams according to a fourth embodiment of the present application;
FIG. 5 is a schematic illustration according to a fifth embodiment of the present application;
FIG. 6 is a schematic illustration according to a sixth embodiment of the present application;
FIG. 7 is a schematic illustration according to a seventh embodiment of the present application;
fig. 8 is a block diagram of an electronic device for implementing a read information processing method according to an embodiment of the present application.
Detailed Description
The following description of the exemplary embodiments of the present application, taken in conjunction with the accompanying drawings, includes various details of the embodiments of the application for the understanding of the same, which are to be considered exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
Fig. 1 is a schematic diagram according to a first embodiment of the present application. In the method for processing read information in this embodiment, the technical solution of the present application is described on the mobile terminal side. Specifically, as shown in fig. 1, the method for processing read information in this embodiment may specifically include the following steps:
s101, detecting and determining that a recommended word marked in the currently displayed reading information is clicked; the recommendation words are potential search words mined in the reading information in advance;
s102, obtaining a search result of the recommended word from the server, wherein the search result is related information of the recommended word searched by the server;
and S103, displaying the search result.
The present embodiment describes a technical solution of the present application on a mobile terminal side. Specifically, a client of a web browser may be provided on the mobile terminal side, or a client of various apps that can be read may also be provided. When the mobile terminal is used, various client sides of applications capable of being read can be operated on mobile terminals such as mobile phones and computers, and users can read through the mobile terminals. The reading information of the application refers to all the text contents which are recorded in an electronic form and can be read by a user; for example, may include novels, documents, news, magazines, entertainment information in electronic form, and textual information provided on various apps that may be read by a user.
In the embodiment, when the search result is displayed in step S103, in order to display the search result in a manner of popping up a new interface as far as possible without damaging the reading environment of the user, preferably, the search result may be displayed in a floating layer interface manner, so that the user can directly enter an interface for reading information by clicking to close after browsing the search result in the floating layer interface, and the experience is very good. Of course, if the search result is displayed on the current interface read by the user, the content of the search result can be divided into regions by adopting a certain mark, and the user can click to close the search result after reading the search result, so that the user can continue to read the search result.
In the application scenario of this embodiment, a piece of reading information is currently displayed on the mobile terminal, and the reading information may be a novel, news, or any other electronic content for the user to read. Different from the common reading information, the reading information of the embodiment is marked with the recommended words, and the number of the recommended words may be one, two, or more. The larger the number of characters included in the read information is, the larger the number of recommended words can be in general. The recommended words can be marked in the reading information by the server in a preset word-circling mode. For example, the preset word circling mode can be a mode of circling words by drawing lines above or below the recommended word, or a mode of circling words by surrounding the recommended word with lines, or a mode of circling words by using a color or a font different from other fonts, and the like. The server in this embodiment may be a background server that processes read information content, such as a web background server or a reading server corresponding to a reading APP.
The recommended word in this embodiment may be specifically a potential search word of a user reading current reading information, which is mined in advance, where the potential search word is a word that is searched by the user with the maximum probability in the process of reading the reading information. Such as obscure words, obscure idioms, professional vocabularies in a certain field, names of a star or an athlete, names of a movie, etc., which may confuse the user during reading the information, the user may need to search the information during reading to assist reading. However, according to the existing method, a user needs to additionally open a search engine, copy information needing to be retrieved from reading information, and then copy the information into the search engine for searching, and the reading process itself is interrupted by the process, which is an injury to the reading experience; then, after the user jumps to the search engine, the user needs to browse and filter the information of the search engine, which is relatively complicated. In a word, the existing process of solving the puzzles in reading of the user is complex to operate and poor in reading experience. Based on the technical scheme, the technical scheme is used for quickly and simply solving the puzzles for the user in the process of reading the information by the user.
Specifically, the method and the device can pre-mine potential search words, namely, recommended words, in the reading information, and mark the recommended words in the reading information. Thus, when the reading information is displayed on the mobile terminal, the marked recommended words are also displayed together. In the process of reading information, if some recommended words are confused, a user can directly click the recommended words to trigger the acquisition of search results of the recommended words. Specifically, the user can click any point in the area range surrounded by the word surrounding mode of the recommended word, and the mobile terminal can be regarded as the click on the recommended word. For example, if the recommended word is enclosed in a surrounding manner, clicking any point in the surrounding may be regarded as clicking the recommended word. If the recommended word is circled in a line drawing mode, any point in an area within a certain preset height range above or below the line drawing can be considered to be clicked, the recommended word can be considered to be clicked by a user, and the preset height can be the height of a font in the current reading information. If the word is circled by using the lower line drawing mode, the user clicks the recommended word when any point in the preset height range above the line is clicked. If the word is circled by using the upper line, the user clicks the recommended word when any point in the preset height range below the line is clicked.
After reading information displayed to a user, the mobile terminal can continuously detect whether a recommended word is clicked, if so, the mobile terminal needs to obtain a search result of the recommended word from the server, and the search result is related information of the recommended word searched by the server. Finally, in order not to affect the information display of the page of the read information, in this embodiment, the search result is displayed in a floating layer interface manner. The floating layer interface refers to a new interface which pops up a page independent of the reading information on the page of the current reading information and is used for displaying a search result, and after the user finishes reading, the user can click to close the floating layer interface to continue reading the information.
Optionally, in this embodiment, the step S102 may obtain the search result of the recommended word from the server, and specifically include the following two scenarios:
the first scenario is: the step S102 of obtaining a search result of the recommended word from the server may specifically include the following steps:
(a1) sending a search result acquisition request carrying the recommended word to a server to request to acquire a search result searched by the server in advance;
(b1) and receiving a search result sent by the server.
In such a scenario, the search result of the recommended word is obtained by the server in advance, but is not displayed on the mobile terminal, and when the mobile terminal detects that the user clicks the recommended word, the search result is directly requested from the server, and the search result is received and displayed. In the process, the process of searching by the server is saved, the corresponding search result can be quickly obtained when the user clicks the recommended word, and the experience degree of the user is improved.
However, optionally in this scenario, the server needs to obtain the search result of the recommended word in advance, specifically, the obtaining timing may further include, before detecting and determining that the recommended word in the presented reading information is clicked in step S101 in this embodiment:
(a2) detecting whether recommended words in the reading information are displayed or not; if yes, executing step (b 2); otherwise, the detection is continued.
(b2) And sending a search request carrying the recommended word to the server so that the server can search the related information of the recommended word as a search result.
That is to say, in this kind of scenario, when the browser client displays the reading information, as long as the mobile terminal detects that the recommended word is displayed and sends a search request carrying the recommendation to the server, the server can search for the relevant information of the recommended word and download the information. For example, if the reading information is a long news containing multi-screen characters of the display screen of the mobile terminal, and the user opens the news, the mobile terminal displays the information of the first screen to the user for the first time, and then the user starts reading the news from the beginning. When the part of information is displayed, the mobile terminal firstly detects whether a recommended word is displayed in the displayed information, and if so, sends a search request carrying the recommended word to the server so that the server can search the relevant information of the recommended word and download and store the relevant information. When the user reads the position of the recommended word and is confused about the recommended word, the user clicks the recommended word, and at the moment, the search result of the recommended word downloaded in advance can be directly obtained from the server. As the user reads more and more from front to back, he or she will slide down continuously to read more information. The contents displayed by the mobile terminal are increased every time the user slides once, the mobile terminal detects whether a recommended word is displayed in the newly-increased displayed contents every time, and if yes, a search request carrying the recommended word is sent to the server so that the server can search for relevant information of the recommended word and download and store the information.
The second scenario is: the step S102 of obtaining a search result of the recommended word from the server may specifically include the following steps:
(a3) sending a search request carrying the recommended word to a server so that the server can search the relevant information of the recommended word as a search result;
(b3) and receiving a search result sent by the server.
In such a scenario, the server does not search for information related to the recommended word in advance. When the mobile terminal needs to obtain a search result of recommendation test, directly sending a search request carrying a recommendation word to the server so that the server can search relevant information of the recommendation word as a search result; and then receives the search result sent by the server. Compared with the first scenario, in this scenario, after the user clicks the recommended word, the response time of the search result is increased.
In the reading information processing method of the embodiment, the recommended word marked in the currently displayed reading information is clicked by detecting and determining; the recommendation words are potential search words mined in the reading information in advance; acquiring a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server; the search results are presented via a pop-up page that is separate from the page on which the information was read. The technical scheme of the embodiment provides a technical scheme for quickly and concisely answering the doubt for the user in the process of reading the reading information, so that the user can see the search result in the pop-up page only by clicking the recommended word for the questionable recommended word in the process of reading the reading information, the user does not need to leave the current reading interface of the reading information and open other search engines to realize searching, the process of answering the doubt for the user is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
Fig. 2 is a schematic diagram according to a second embodiment of the present application. In the reading information processing method of this embodiment, the technical solution of the present application is described on the server side. Specifically, as shown in fig. 2, the method for processing read information in this embodiment may specifically include the following steps:
s201, mining recommended words in the reading information; the recommended word is a potential search word;
s202, marking recommended words in the reading information in a preset word circling mode;
s203, sending reading information of the recommended word marked with the preset word circling mode to the mobile terminal for the mobile terminal to display to the user.
The technical scheme of the embodiment can be particularly applied to the steps that the server acquires the reading information and processes the information in the reading information before the reading information is displayed to the client. The processing method of the read information in this embodiment is executed on the server side, and for example, a SmartAnswer service module may be specifically arranged in the server to implement the functions of this embodiment.
In this embodiment, the server needs to mine the recommended word in the reading information in advance, for example, mine a potential search word, that is, a search word that a user searches for with a maximum probability in the process of reading the reading information, which refers to the related description of the embodiment shown in fig. 1 in detail and is not described herein again. In addition, in the embodiment, a preset word-circling manner is adopted to mark a recommended word in the reading information, and reference may also be made to the related description of the embodiment shown in fig. 1, which is not described herein again. And finally, the server sends the reading information of the recommended words marked in the preset word-circling mode to the mobile terminal, at the moment, when the mobile terminal receives the reading information, the reading information is displayed to the user, the recommended words marked in the preset word-circling mode are marked in the reading information to inform the user of the marked recommended words, and the user can click through the method of the technical scheme to realize quick search and obtain search results, so that a quick and simple answering scheme can be provided for the user in the process of reading the reading information.
Further optionally, the mining of the recommended word in the reading information in step S201 in this embodiment may specifically include at least one of the following:
(1) according to the rarely-used word bank, selecting rarely-used words from the reading information as recommended words;
(2) screening idioms from the reading information as recommended words according to the idiom word bank; and
(3) and screening recommended words from the reading information according to a preset professional word bank, user attributes, attributes of the reading information and a preset word segmentation screening strategy in each field.
It should be noted that, when the recommended word is screened in the above (1) to (3), the recommended word can be directly screened from the reading information, but the efficiency of the direct screening is low. Optionally, the reading information may be segmented based on semantic understanding to obtain a plurality of segmented words; and then based on the plurality of participles, respectively screening recommended words from the plurality of participles in the ways of the fir trees (1), (2) and (3). Specifically, the word segmentation method for the reading information may refer to any word segmentation method in the related prior art, and is not limited herein. Furthermore, because the number of the participles obtained after the participles is large, and some participles included in the participles are very popular and easy to understand, the user cannot put forward doubt, and some participles may cause confusion or want to view specific detailed information. The word segmentation which may be confusing for the users can be used as the recommended word. The process of mining the recommended word is a process of finding a search word which is searched by the user with the maximum probability.
For example, in the present embodiment, recommended words may be mined by a plurality of word banks. In reading information, rare words are usually recorded, so that a user does not know how to read and the meaning of the rare words, and the probability of searching when the user reads is very high. In the mode (1), the server can screen out the uncommon word from the multiple word segmentations according to the uncommon word bank to serve as the recommended word.
In addition, in the reading information, a lot of idioms appear, the idioms may come from a certain classical cause or have certain semantics, but the idioms are not clear to the user, and the probability of searching is very high when the user reads the idioms. As in the method (2), the server may also filter the idioms from the multiple participles as recommended words according to the idiom thesaurus.
Furthermore, in consideration of the fields related to the content of the reading information, the application can also mine the recommended words by means of professional word banks of various fields. Specifically, as in the manner (3), the recommended word may be screened from the multiple word segmentations by simultaneously referring to the user attribute, the attribute of the reading information, and the preset word segmentation screening policy. The user attribute of the present embodiment may include at least one of age, sex, area, occupation, and hobby of the user; the attribute of the reading information may include a subject and/or a classification of the reading information, and an acquisition process of a subject and a classification of the reading information, and may specifically be acquired by using a pre-trained subject acquisition model and a pre-trained classification acquisition model. Before the mode (3) is executed, the topic of the reading information is acquired by adopting a pre-trained topic acquisition model, and/or the classification of the reading information is acquired by adopting a pre-trained classification acquisition model. Further, before this step, training the topic acquisition model and/or the classification acquisition model may also be included. The topic of the reading information can be identified by a group of key words, the classification of the reading information can be identified by pre-established classification marks, such as sports, music, entertainment bagua, finance, politics and the like, and the granularity of the classification can be set according to actual requirements and can be large or small.
Specifically, a plurality of reading information can be collected in advance, and the real theme and the real classification of each reading information are marked manually; it should be noted that the topics and categories of the collected multiple reading information need to be covered as widely as possible, and all the scopes can be covered as far as possible. Then, training the theme acquisition model by adopting the acquired data, inputting all reading information into the theme acquisition model during training, and outputting the predicted theme of the reading information by the theme acquisition model; then comparing whether the predicted theme is consistent with the real theme or not, and if not, adjusting the parameters of the theme acquisition model to enable the predicted theme and the real theme to be consistent; and continuously training the theme acquisition model by adopting a plurality of reading information and real themes thereof until the predicted theme of each reading information is consistent with the real theme in continuous multi-round training, and determining the parameters of the theme acquisition model after finishing the training so as to determine the theme acquisition model.
Correspondingly, when the acquired data is adopted to train the classification acquisition model, reading information is input into the classification acquisition model, and the prediction classification of the reading information is output by the classification acquisition model; then comparing whether the prediction classification is consistent with the real classification, if not, adjusting parameters of the classification acquisition model to enable the prediction classification to be consistent with the real classification; and continuously training the classification acquisition model by adopting a plurality of reading information and real classifications thereof until the prediction classification of each reading information is consistent with the real classification in continuous multi-round training, and determining the parameters of the classification acquisition model after finishing the training so as to determine the classification acquisition model.
Further optionally, in the method (3), recommended words are screened from the reading information according to the preset professional word banks, the preset user attributes, the preset attribute of the reading information and the preset word segmentation screening strategy in each field, and in concrete implementation, the recommended words can be directly screened from the reading information by simultaneously referring to the preset professional word banks, the preset user attributes, the preset attribute of the reading information and the preset word segmentation screening strategy in each field, so that the screening time is possibly longer, and the efficiency is lower. In order to improve the efficiency of screening recommended words, the method (3) may specifically include the following steps:
(a5) screening candidate words of corresponding fields from the reading information according to a preset professional word bank of each field;
for example, the fields of the present embodiment may include stock, basketball, star, football, and so on. For each field, a professional lexicon of the field can be preset, and professional vocabularies of the corresponding field are recorded in the professional lexicon. In this embodiment, candidate words in the corresponding field may be screened from the reading information according to the professional word banks in each field. Specifically, in this embodiment, words in the professional lexicon can be directly found from the reading information one by one according to the words in the professional lexicon in each field, and the words in the professional lexicon can be used as candidate words in the corresponding field. Or according to the related word segmentation strategy, performing word segmentation on the reading information to obtain all the segmented words, and then screening candidate words in the corresponding field from all the segmented words according to the professional word bank in each field.
(b5) And screening the recommended words from all the candidate words according to the user attributes and/or the attributes of the reading information and a preset word segmentation screening strategy.
Alternatively, the above steps (a5) and (b5) are one preferable mode of the above mode (3). In practical application, it may also be determined which field of words are needed as recommended words in other manners, such as directly according to user attributes and/or attributes of reading information and a preset word segmentation screening strategy, and then corresponding recommended words are identified in the reading information according to a professional word bank in the field, so that the screening efficiency of the recommended words can also be improved.
For example, the word segmentation screening policy preset in this embodiment may be set in many ways, for example, the word segmentation screening policy may include: if the interest and hobbies of the user are matched with a certain field, only screening candidate words marked out by a professional word bank in the field from all the candidate words as recommended words; if the classification of the reading information is matched with a certain field, only screening candidate words marked out by a professional word bank in the field from all the candidate words as recommended words; for example, a certain finance article can only show words related to stocks in the article as recommended words; if the topic of the reading information is matched with the interest and hobbies of the user, only screening candidate words marked out from a professional word bank in the field corresponding to the topic from all the candidate words as recommended words; if a certain field has special limitation on the age of the user, recommended words can be screened according to the age of the user, and the set word segmentation screening strategy can be expressed as follows: and if the age of the user is smaller than a preset age threshold, removing the candidate words marked out from the professional word bank in the specified field from the candidate words, and taking the left candidate words as the recommended words. For example, for an article in stock class, a user with age less than 18 cannot operate stocks and does not need to know their professional terms, the probability of searching for related professional terms is very small, and may not recommend to a user with age less than 18, and the word segmentation filtering policy may be set as: if the age of the user is less than 18, the candidate words screened by adopting the professional word bank in the stock field cannot be used as recommended words, and the candidate words marked by the professional word bank in other fields without limitation on the age can be used as recommended words. According to the above setting mode, word segmentation screening strategies under various conditions can be set according to application requirements of an actual scene, and are not repeated here one by one for example. And then based on the preset word segmentation screening strategy, and in combination with the user attribute and/or the attribute of the reading information, the recommended words meeting the word segmentation screening strategy can be screened from all the candidate words.
It should be noted that the steps (a5) and (b5) are only one way of screening the recommended word from the plurality of segmented words in the above-mentioned way (3) according to the preset professional lexicon, the user attribute and the attribute of the reading information in each field. In practical application, an intermediate process of obtaining the candidate words may not be executed, and the recommended words may be screened from the multiple word segmentations directly according to a preset word segmentation screening strategy and in combination with attributes of the user and/or attributes of the reading information.
In the processing method of the reading information of the embodiment, the recommended words in the reading information are mined; the recommended word is a potential search word; marking recommended words in the reading information in a preset word circling mode; and sending reading information of the recommended word marked in a preset word circling mode to the mobile terminal so that the mobile terminal can display the reading information to a user. According to the technical scheme, the potential search words in the reading information can be mined in advance and marked as the recommended words to be recommended to the user, so that the user can quickly obtain the search results of the recommended words based on the recommended words in the reading information without additionally starting a search engine for searching, the process of answering questions for the user based on the scheme is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
Fig. 3 is a schematic diagram according to a third embodiment of the present application. The technical solution of the present application is also described on the server side in the processing method of the reading information of the embodiment. Specifically, as shown in fig. 3, the method for processing read information in this embodiment may specifically include the following steps:
s301, receiving a search request which is sent by a mobile terminal and carries a recommended word marked in reading information;
s302, searching relevant information of the recommended word as a search result according to the search request;
and S303, sending the search result to the mobile terminal so that the mobile terminal can display the search result.
Steps S301 to S303 of this embodiment may be implemented independently, and search processing of recommended words in the reading information is implemented.
Or alternatively, steps S301 to S303 of this embodiment may also form an optional technical solution together with the above embodiment shown in fig. 2. At this time, steps S301 to S303 in this embodiment may be specifically executed after step S203 in the embodiment shown in fig. 2 sends the reading information of the recommended word labeled with the preset circled word mode to the mobile terminal.
Further optionally, step S302 searches, according to the search request, information related to the recommended word as a search result, which may specifically include the following steps:
(a6) acquiring a word bank identifier corresponding to a recommended word according to the recommended word in the search request;
(b6) and searching the related information of the recommended word in the corresponding search database as a search result according to the word bank identification.
On the server side, when the server marks the recommended word, the recommended word is marked by using a certain word stock, so that the word stock identification adopted when the recommended word is marked can be obtained according to the recommended word in the search request. And then searching the related information of the recommended word in a corresponding search database according to the word bank identification. For example, the "three-step hurdle" is a recommended word labeled through a sports database, and for the recommended word, a word bank identifier used in previous labeling may be acquired, and relevant information of the recommended word may be searched from a search database corresponding to the word bank identifier, such as the sports database, so that it may be ensured that a search is performed in a correct search database, and accuracy of a search result is improved. Similarly, the recommendation words in the corresponding fields can be searched in various search databases of entertainment, finance, news and the like, and the accuracy of the search results is effectively improved.
It should be further noted that, if the relevant information is not searched in the database corresponding to the database identifier, the database that is searched greatly, that is, the general database, may be further searched until the relevant information of the recommended word, that is, the search result, is obtained.
Further optionally, referring to the two scenarios in the embodiment shown in fig. 1, there may also be two implementation scenarios in the implementation of this embodiment. In the first scenario, S301 is executed after step S203 sends, to the mobile terminal, reading information of a recommended word labeled in a preset word circling manner, and at this time, a search request for the recommended word is initiated first only for the mobile terminal detecting that the recommended word is displayed. Before step S303 sends the search result to the mobile terminal, the method may further include: and receiving a search result acquisition request carrying the recommended word sent by the mobile terminal. Under the condition, when the user clicks the recommended word, the mobile terminal directly sends the search result acquisition request and then directly receives the search result returned by the server.
In the second scenario, the search request carrying the recommended word labeled in the reading information and sent by the mobile terminal in S301 is initiated when the user clicks the recommended word, and then the user has already started to wait for the search result, but step S302 is not executed in advance, which is equivalent to the first scenario in which the relative response time is long.
In the reading information processing method of the embodiment, a search request which is sent by a mobile terminal and carries a recommendation word labeled in the reading information is received; searching the related information of the recommended word as a search result according to the search request; the search result is sent to the mobile terminal, so that the mobile terminal can display the search result through the pop-up page independent from the page of the reading information, a technical scheme for quickly and concisely solving the doubt for the user in the process of reading the reading information by the user is provided, so that the user can see the search result in the pop-up page only by clicking the recommended word for the questionable recommended word in the process of reading the reading information without leaving the current reading interface of the reading information or opening other search engines to realize the search, the process of answering the doubt for the user is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
Fig. 4A-4C are schematic diagrams according to a fourth embodiment of the present application. As shown in fig. 4A to 4C, taking reading information as an article about poetry as an example, the embodiment shown in fig. 2 is adopted, and in the reading information, an author of the poetry is marked as a recommended word. As shown in fig. 4A, when the user clicks the recommended word "yao fei" in fig. 4A, according to the manner of the above embodiment, the search result of the recommended word may be searched in the movie database, and the search result may be displayed in a pop-up floating layer interface manner. For example, as shown in fig. 4B, the current search result includes a photo and a brief introduction of the person, which can satisfy the basic understanding appeal of the term for the user, and if the user wants to continue understanding, the user can point to more introduction in fig. 4B to extend understanding, resulting in fig. 4C. If the user feels that it has been satisfied, the floating layer may be turned off to continue reading. Of course, if the reading of FIG. 4C is completed, the user can click the closing float to continue reading.
FIG. 5 is a schematic illustration according to a fifth embodiment of the present application; as shown in fig. 5, the mobile terminal 500 of this embodiment may specifically include:
501, configured to detect and determine that a recommended word marked in currently displayed reading information is clicked; the recommended words are potential search words mined in the reading information in advance;
an obtaining module 502, configured to obtain a search result of the recommended word from the server, where the search result is related information of the recommended word searched by the server;
and a display module 503, configured to display the search result.
Further optionally, in the mobile terminal 500 of this embodiment, the obtaining module 502 is configured to:
sending a search result acquisition request carrying the recommended word to a server to request to acquire a search result searched by the server in advance;
and receiving a search result sent by the server.
Further optionally, the mobile terminal 500 of this embodiment further includes a sending module 504;
the detection module 501 is further configured to detect whether a recommended word in the reading information is displayed;
the sending module 504 is configured to send a search request carrying the recommended word to the server if the recommended word is displayed, so that the server searches for information related to the recommended word as a search result.
Further optionally, in the mobile terminal 500 of this embodiment, the obtaining module 502 is configured to:
sending a search request carrying the recommended word to a server so that the server can search the relevant information of the recommended word as a search result;
and receiving a search result sent by the server.
Further optionally, the presentation module 503 is configured to present the search result in a floating layer interface manner.
The mobile terminal 500 of this embodiment, implementing the processing of reading information by using the modules is the same as the implementation of the related method embodiment, and details of the related method embodiment may be referred to and are not repeated herein.
FIG. 6 is a schematic illustration according to a sixth embodiment of the present application; as shown in fig. 6, the server apparatus 600 of the present embodiment includes:
the mining module 601 is used for mining recommended words in the reading information; recommending words as potential search words;
a labeling module 602, configured to label a recommended word in the read information in a preset word circling manner;
the sending module 603 is configured to send, to the mobile terminal, reading information of the recommended word labeled in a preset word circling manner, so that the mobile terminal can display the reading information to the user.
Further optionally, in the server device 600 of this embodiment, the mining module 601 is configured to mine the recommended word in the reading information according to at least one of the following manners:
according to the rarely-used word bank, selecting rarely-used words from the reading information as recommended words;
screening idioms from the reading information as recommended words according to the idiom word bank; and
and screening recommended words from the reading information according to a preset professional word bank, user attributes, attributes of the reading information and a preset word segmentation screening strategy in each field.
Further optionally, in the server device 600 of this embodiment, the mining module 601 is configured to:
screening candidate words of corresponding fields from the reading information according to a preset professional word bank of each field;
and screening the recommended words from all the candidate words according to the user attributes and/or the attributes of the reading information and a preset word segmentation screening strategy.
Further optionally, the server device 600 of this embodiment further includes a receiving module 604 and a searching module 605;
a receiving module 604, configured to receive a search request sent by a mobile terminal and carrying a recommended word labeled in reading information;
a searching module 605, configured to search, according to the search request, related information of the recommended word as a search result;
the sending module 603 is configured to send the search result to the mobile terminal, so that the mobile terminal displays the search result in a floating layer interface manner.
Further optionally, in the server apparatus 600 of this embodiment, the searching module 6005 is configured to:
acquiring a word bank identifier corresponding to a recommended word according to the recommended word in the search request;
and searching the related information of the recommended word in the corresponding search database as a search result according to the word bank identification.
The server device 600 of this embodiment implements the reading information processing by using the modules as the related method embodiment, and reference may be made to the description of the related method embodiment in detail, which is not described herein again.
FIG. 7 is a schematic illustration according to a seventh embodiment of the present application; as shown in fig. 7, the system for processing read information of this embodiment includes a mobile terminal device 700A and a server device 700B, where the mobile terminal device 700A may adopt the mobile terminal device of the embodiment shown in fig. 5, and the server device 700B may adopt the server device of the embodiment shown in fig. 6, and may specifically adopt the method for processing read information of the embodiment shown in fig. 1 to fig. 3 to implement the processing of read information.
According to an embodiment of the present application, an electronic device and a readable storage medium are also provided.
As shown in fig. 8, the electronic device is a block diagram of an electronic device implementing a processing method for reading information according to an embodiment of the present application. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be examples only, and are not meant to limit implementations of the present application that are described and/or claimed herein.
As shown in fig. 8, the electronic apparatus includes: one or more processors 801, memory 802, and interfaces for connecting the various components, including a high speed interface and a low speed interface. The various components are interconnected using different buses and may be mounted on a common motherboard or in other manners as desired. The processor may process instructions for execution within the electronic device, including instructions stored in or on the memory to display graphical information of a GUI on an external input/output apparatus (such as a display device coupled to the interface). In other embodiments, multiple processors and/or multiple buses may be used, along with multiple memories and multiple memories, as desired. Also, multiple electronic devices may be connected, with each device providing portions of the necessary operations (e.g., as a server array, a group of blade servers, or a multi-processor system). Fig. 8 illustrates an example of a processor 801.
The memory 802 is a non-transitory computer readable storage medium as provided herein. The memory stores instructions executable by at least one processor, so that the at least one processor executes the reading information processing method provided by the application. The non-transitory computer-readable storage medium of the present application stores computer instructions for causing a computer to execute the processing method of reading information provided by the present application.
The memory 802, as a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory computer executable programs, and modules, such as program instructions/modules (e.g., related modules shown in fig. 5 and 6) corresponding to the processing method of reading information in the embodiments of the present application. The processor 801 executes various functional applications of the server and data processing, that is, implements the processing method of the read information in the above-described method embodiment, by running non-transitory software programs, instructions, and modules stored in the memory 802.
The memory 802 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created by use of an electronic device that implements a processing method of reading information, and the like. Further, the memory 802 may include high speed random access memory and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory 802 may optionally include memory located remotely from the processor 801, which may be connected via a network to an electronic device implementing the processing method for reading information. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The electronic device implementing the method for processing the read information may further include: an input device 803 and an output device 804. The processor 801, the memory 802, the input device 803, and the output device 804 may be connected by a bus or other means, and are exemplified by a bus in fig. 8.
The input device 803 may receive input numeric or character information and generate key signal inputs related to user settings and function controls of an electronic device implementing a processing method for reading the information, such as a touch screen, keypad, mouse, track pad, touch pad, pointing stick, one or more mouse buttons, track ball, joystick, etc. the output device 804 may include a display device, auxiliary lighting (e.g., L ED), and tactile feedback (e.g., vibration motor), etc.
Various implementations of the systems and techniques described here can be realized in digital electronic circuitry, integrated circuitry, application specific ASICs (application specific integrated circuits), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
As used herein, the terms "machine-readable medium" and "computer-readable medium" refer to any computer program product, apparatus, and/or device (e.g., magnetic discs, optical disks, memory, programmable logic devices (P L D)) used to provide machine instructions and/or data to a programmable processor, including a machine-readable medium that receives machine instructions as a machine-readable signal.
The systems and techniques described here can be implemented on a computer having a display device (e.g., a CRT (cathode ray tube) or L CD (liquid crystal display) monitor) for displaying information to the user and a keyboard and a pointing device (e.g., a mouse or a trackball) by which the user can provide input to the computer for providing interaction with the user.
The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., AN application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with AN implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components.
The computer system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other.
According to the technical scheme of the embodiment of the application, the fact that the recommended word marked in the reading information displayed at present is clicked is detected and determined; the recommendation words are potential search words mined in the reading information in advance; acquiring a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server; and displaying the search result. The technical scheme of the application provides a technical scheme for quickly and concisely answering the doubt for the user in the process of reading the reading information by the user, so that the user can see the search result in the pop-up page only by clicking the recommended word for the questionable recommended word in the process of reading the reading information without leaving the current reading interface of the reading information and opening other search engines to realize searching, the process of answering the doubt for the user is very convenient, quick and concise, the experience of the user can be effectively improved, and the stickiness of the user is enhanced.
According to the technical scheme of the embodiment of the application, recommended words in the reading information are mined; the recommended word is a potential search word; marking recommended words in the reading information in a preset word circling mode; and sending reading information of the recommended word marked in a preset word circling mode to the mobile terminal so that the mobile terminal can display the reading information to a user. According to the technical scheme, the potential search words in the reading information can be mined in advance and marked as the recommended words to be recommended to the user, so that the user can quickly acquire the search results of the recommended words based on the recommended words in the reading information without additionally opening a search engine for searching, the process of answering questions for the user based on the scheme is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
According to the technical scheme of the embodiment of the application, a search request which is sent by a mobile terminal and carries a recommendation word marked in reading information is received; searching the related information of the recommended word as a search result according to the search request; the search result is sent to the mobile terminal, so that the mobile terminal can display the search result in a floating layer interface mode, a technical scheme for quickly and concisely solving the doubt for the user in the information reading process of the user is provided, the user can see the search result in a pop-up page only by clicking the recommended word for the questionable recommended word in the information reading process without leaving the current information reading interface or opening other search engines to realize searching, the process of answering the question for the user is very convenient, quick and concise, the experience degree of the user can be effectively improved, and the stickiness of the user is enhanced.
According to the technical scheme of the embodiment of the application, a word bank identifier corresponding to the recommended word can be obtained according to the recommended word in the search request; according to the word bank identification, the related information of the recommended word is searched in the corresponding search database and used as a search result, the recommended word can be searched in the search database corresponding to the word bank identification, and the accuracy of the search result can be effectively guaranteed.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present application may be executed in parallel, sequentially, or in different orders, as long as the desired results of the technical solutions disclosed in the present application can be achieved, and the present invention is not limited herein.
The above-described embodiments should not be construed as limiting the scope of the present application. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present application shall be included in the protection scope of the present application.

Claims (24)

1. A reading information processing method is applied to a mobile terminal and comprises the following steps:
detecting and determining that a recommended word marked in the currently displayed reading information is clicked; the recommended words are potential search words mined in the reading information in advance;
obtaining a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server;
and displaying the search result.
2. The method of claim 1, wherein obtaining the search result of the recommended word from a server comprises:
sending a search result acquisition request carrying the recommended word to the server to request to acquire the search result searched by the server in advance;
and receiving the search result sent by the server.
3. The method of claim 2, wherein before detecting and determining that the recommended word in the presented reading information is clicked, the method further comprises:
detecting whether the recommended word in the reading information is displayed or not;
if yes, sending a search request carrying the recommended word to the server so that the server can search the relevant information of the recommended word as the search result.
4. The method of claim 1, wherein obtaining the search result of the recommended word from a server comprises:
sending a search request carrying the recommended word to the server so that the server can search the relevant information of the recommended word as the search result;
and receiving the search result sent by the server.
5. The method of any of claims 1-4, wherein presenting the search results comprises: and displaying the search result in a floating layer interface mode.
6. A reading information processing method is applied to a server and comprises the following steps:
mining recommended words in the reading information; the recommended word is a potential search word;
marking the recommended words in the reading information in a preset word circling mode;
and sending the reading information of the recommended word marked with the preset word circling mode to a mobile terminal so that the mobile terminal can display the reading information to a user.
7. The method of claim 6, wherein mining the recommended word in the reading information comprises:
and screening the recommended words from the reading information according to a preset professional word bank, user attributes, attributes of the reading information and a preset word segmentation screening strategy in each field.
8. The method of claim 7, wherein the step of screening the recommended word from the reading information according to a preset professional word bank, a preset user attribute, a preset attribute of the reading information and a preset word segmentation screening strategy in each field comprises:
screening candidate words of corresponding fields from the reading information according to a preset professional word bank of each field;
and screening the recommended words from all candidate words according to the user attributes and/or the attributes of the reading information and a preset word segmentation screening strategy.
9. The method according to claim 8, wherein the preset word segmentation screening strategy comprises any one of the following:
if the interest and hobbies of the user are matched with the specified field, screening candidate words marked out by the professional word library in the specified field from all the candidate words as the recommended words;
if the classification of the reading information is matched with the designated field, screening candidate words marked out by the professional word bank in the designated field from all the candidate words as the recommended words;
if the subject of the reading information is matched with the interest and hobbies of the user, screening candidate words marked out by a professional word bank in the field corresponding to the main body from all the candidate words as the recommended words; and
and if the age of the user is smaller than a preset age threshold, removing the candidate words marked out from the professional word bank in the specified field from the candidate words, and taking the left candidate words as the recommended words.
10. The method according to any one of claims 6 to 9, wherein after sending the reading information of the recommended word labeled with the preset word circling manner to the mobile terminal, the method further comprises:
receiving a search request which is sent by the mobile terminal and carries the recommended word marked in the reading information;
searching the related information of the recommended word as a search result according to the search request;
and sending the search result to the mobile terminal so that the mobile terminal can display the search result.
11. The method according to claim 10, wherein searching for the information related to the recommended word as a search result according to the search request further comprises:
acquiring a word bank identifier corresponding to the recommended word according to the recommended word in the search request;
and searching the related information of the recommended word in a corresponding search database according to the word bank identification to serve as the search result.
12. A mobile terminal, comprising:
the detection module is used for detecting and determining that the recommended word marked in the currently displayed reading information is clicked; the recommended words are potential search words mined in the reading information in advance;
the acquisition module is used for acquiring a search result of the recommended word from a server, wherein the search result is related information of the recommended word searched by the server;
and the display module is used for displaying the search result.
13. The apparatus of claim 12, wherein the obtaining module is configured to:
sending a search result acquisition request carrying the recommended word to the server to request to acquire the search result searched by the server in advance;
and receiving the search result sent by the server.
14. The apparatus of claim 13, further comprising a transmitting module;
the detection module is further used for detecting whether the recommended word in the reading information is displayed or not;
the sending module is configured to send a search request carrying the recommended word to the server if the recommended word is displayed, so that the server searches for relevant information of the recommended word as the search result.
15. The apparatus of claim 12, wherein the obtaining module is configured to:
sending a search request carrying the recommended word to the server so that the server can search the relevant information of the recommended word as the search result;
and receiving the search result sent by the server.
16. The apparatus of any one of claims 12-15, wherein the presentation module is configured to present the search results in a floating-layer interface.
17. A server device, comprising:
the mining module is used for mining recommended words in the reading information; the recommended word is a potential search word;
the labeling module is used for labeling the recommended words in the reading information in a preset word circling mode;
and the sending module is used for sending the reading information of the recommended word marked by the preset word circling mode to the mobile terminal so that the mobile terminal can display the reading information to a user.
18. The apparatus of claim 17, wherein the excavation module is to:
and screening the recommended words from the reading information according to a preset professional word bank, user attributes, attributes of the reading information and a preset word segmentation screening strategy in each field.
19. The apparatus of claim 18, wherein the excavation module is to:
screening candidate words of corresponding fields from the reading information according to a preset professional word bank of each field;
and screening the recommended words from all candidate words according to the user attributes and/or the attributes of the reading information and a preset word segmentation screening strategy.
20. The apparatus of claim 19, wherein the preset word segmentation filtering strategy comprises any one of the following:
if the interest and hobbies of the user are matched with the specified field, screening candidate words marked out by the professional word library in the specified field from all the candidate words as the recommended words;
if the classification of the reading information is matched with the designated field, screening candidate words marked out by the professional word bank in the designated field from all the candidate words as the recommended words;
if the subject of the reading information is matched with the interest and hobbies of the user, screening candidate words marked out by a professional word bank in the field corresponding to the main body from all the candidate words as the recommended words; and
and if the age of the user is smaller than a preset age threshold, removing the candidate words marked out from the professional word bank in the specified field from the candidate words, and taking the left candidate words as the recommended words.
21. The apparatus of claim 16, further comprising a receiving module and a searching module;
the receiving module is used for receiving a search request which is sent by the mobile terminal and carries the recommended word marked in the reading information;
the searching module is used for searching the related information of the recommended word as a searching result according to the searching request;
and the sending module is used for sending the search result to the mobile terminal so that the mobile terminal can display the search result.
22. The apparatus of claim 21, wherein the search module is configured to:
acquiring a word bank identifier corresponding to the recommended word according to the recommended word in the search request;
and searching the related information of the recommended word in a corresponding search database according to the word bank identification to serve as the search result.
23. An electronic device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the content of the first and second substances,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-5 or 6-11.
24. A non-transitory computer readable storage medium having stored thereon computer instructions for causing a computer to perform the method of any one of claims 1-5 or 6-11.
CN202010161862.8A 2020-03-10 2020-03-10 Reading information processing method and device and storage medium Pending CN111507065A (en)

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