CN108427761B - News event processing method, terminal, server and storage medium - Google Patents
News event processing method, terminal, server and storage medium Download PDFInfo
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- CN108427761B CN108427761B CN201810233049.XA CN201810233049A CN108427761B CN 108427761 B CN108427761 B CN 108427761B CN 201810233049 A CN201810233049 A CN 201810233049A CN 108427761 B CN108427761 B CN 108427761B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
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- 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
- G06F16/951—Indexing; Web crawling techniques
Abstract
The embodiment of the application discloses a method for processing news events, which comprises the following steps: responding to the selection operation of the target news event; sending a request message for a target news event to a server, wherein the request message is used for indicating the server to comb historical progress events related to the target news event; receiving a combing result of the historical progress events sent by the server; and displaying the carding result. The scheme provided by the embodiment of the application can clearly display the related historical process events aiming at the target news events selected by the user, not only is the page content enriched, but also the time waste caused by searching is avoided.
Description
Technical Field
The present application relates to the field of computer technologies, and in particular, to a method, a terminal, a server, and a computer-readable storage medium for processing a news event.
Background
Today, with the development of networks, the demand for news reading has long shifted from traditional paper media to network media. News released on large-scale network media portals such as Tencent, network exchange and New wave have the characteristics of large release total amount, high update frequency, more reading users, wide reader distribution and the like. The number of news that is exposed each day is extremely limited for a single user. In order to display the articles that the user is most likely to read at the front position and obtain a higher click rate, the most common method of the web media portal is to sort based on the click rate, that is, to sort based on the popularity.
However, the existing hot ranking method needs the user to browse one by one to know the important news every day, and for a certain news event in the important news, the link web page provides a plurality of deep links for the user to read deeply.
The current page providing mode that a user only displays a news event on a page after clicking the news event and can read the news event by clicking a plurality of deep links is not only inconvenient, but also the content displayed on the page is very thin. Especially, when the user wants to know the coming and going of the news event, the user needs to input once to search, which is time-consuming.
Disclosure of Invention
In order to solve the problem that it is time-consuming to find a news event to go on and off in the prior art, the embodiment of the application provides a method for processing the news event, which can clearly provide related historical process events for a target news event selected by a user, thereby not only enriching page contents, but also avoiding time waste caused by finding. The embodiment of the application also provides a corresponding terminal, a server and a computer readable storage medium.
An aspect of the present embodiment provides a method for processing a news event, including:
responding to the selection operation of the target news event;
sending a request message for the target news event to a server, wherein the request message is used for instructing the server to comb historical progress events related to the target news event;
receiving a combing result of the historical progress events sent by the server;
and displaying the combing result.
Another aspect of the embodiments of the present application provides a method for processing a news event, including:
receiving a request message for a target news event sent by a terminal, wherein the request message is used for indicating the server to comb historical progress events related to the target news event;
according to the request message, combing the historical progress events related to the target news events;
sending a combing result of the historical progress events to the terminal, wherein the combing result is used for displaying at the terminal.
Another aspect of the embodiments of the present application provides a terminal, including:
an input unit for responding to a selection operation for a target news event;
a sending unit, configured to send, to a server, a request message for a target news event selected by the selection operation input through the input unit, where the request message is used to instruct the server to comb historical progress events related to the target news event;
the receiving unit is used for receiving the combing result of the historical progress events sent by the server;
and the display unit is used for displaying the combing result received by the receiving unit.
In combination with the above terminal, in a first possible implementation,
the input unit is used for responding to the selection operation of the target news event on a hot page of a news application, and the hot page contains hot news of the current update period.
In combination with the above terminal or the first possible implementation manner of the terminal, in a second possible implementation manner,
the receiving unit is further configured to receive the digest of the target news event sent by the server when the request message is further used for instructing the server to extract the digest of the target news event;
the display unit is also used for displaying the abstract of the target news event.
In combination with the second possible implementation manner of the terminal, in a third possible implementation manner,
the display unit is also used for displaying the abstract above the combing result of the historical progress event.
In combination with the third possible implementation manner of the terminal, in a fourth possible implementation manner,
the display unit is further configured to display the release time, the release title, and the link information of each historical progress event according to the occurrence sequence of the historical progress events.
In combination with the fourth possible implementation manner of the terminal, in a fifth possible implementation manner,
the receiving unit is further configured to receive a comment viewpoint related to the target news event sent by the server when the request message is further used for instructing the server to determine the comment viewpoint related to the target news event;
the display unit is further used for displaying the comment opinions related to the target news event.
In combination with the fifth possible implementation manner of the terminal, in a sixth possible implementation manner,
the receiving unit is further configured to receive, when the request message is further used to instruct the server to determine an extended reading event related to the target news event, information of the extended reading event related to the target news event, which is sent by the server and is the same as the target news event in type and is not included in the historical progress events;
the display unit is further used for displaying the extended reading event related to the target news event.
In another aspect, an embodiment of the present application provides a server, including:
the system comprises a receiving unit, a processing unit and a processing unit, wherein the receiving unit is used for receiving a request message for a target news event sent by a terminal, and the request message is used for indicating the server to comb the historical progress event related to the target news event;
the processing unit is used for combing the historical progress events related to the target news events according to the request messages received by the receiving unit;
and the sending unit is used for sending the combing result of the historical progress events, which is obtained by the processing unit, to the terminal, and the combing result is used for being displayed on the terminal.
In combination with the above server, in a first possible implementation,
the processing unit is further configured to extract the abstract of the article content corresponding to the target news event when the request message is further used to instruct the server to extract the abstract of the target news event.
In combination with the first possible implementation manner of the server, in a second possible implementation manner,
the processing unit is configured to:
acquiring article content corresponding to the target news event;
extracting the text content of the article content, and removing the noise content in the text content to obtain a preprocessed text;
scoring each sentence in the preprocessed text obtained by removing noise to obtain a primary selection abstract sentence;
and carrying out duplication removal processing on each sentence in the initially selected abstract sentences to obtain the abstract of the target news event.
In combination with the first or second possible implementation manner of the server, in a third possible implementation manner,
the processing unit is configured to:
determining a core entity and a trigger word from the abstract, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event;
searching a related news event from a database according to the core entity and the trigger word;
and carrying out similarity calculation and deduplication processing on the related news event and the target news event so as to comb out the historical progress event.
In combination with the third possible implementation manner of the server, in a fourth possible implementation manner,
the processing unit is further to:
and sequencing the sorted historical progress events according to the occurrence sequence to obtain a sequenced sorting result, wherein the sorting result comprises the release time, the release title and the link information of each historical progress event.
In combination with the fourth possible implementation manner of the server, in a fifth possible implementation manner,
the processing unit is further configured to determine, when the request message is further used to instruct the server to determine a comment viewpoint related to the target news event, a comment set associated with the target news event according to an association relationship between a news event and a comment article, where the association relationship is determined by a matching degree between an entity word in the news event and an entity word in the comment article, and the entity word is a participant object in the news event and the comment article; determining a comment viewpoint related to the target news event according to the similarity between the keywords in each comment article in the comment set and the target news event;
the sending unit is further configured to send a comment viewpoint related to the target news event to the terminal.
In combination with the fifth possible implementation manner of the server, in a sixth possible implementation manner,
the processing unit is further configured to determine, when the request message is further used to instruct the server to determine extended reading events related to the target news event, the extended reading events related to the target news event from news events of the same type as the target news event, where the extended reading events are news events of the same type as the target news event and are not included in the historical progress events;
the sending unit is further configured to send the information of the extended reading event related to the target news event to the terminal.
In another aspect, an embodiment of the present application provides a terminal including: the news event processing system comprises an input device, a transceiver, a display, a processor and a memory, wherein the memory stores instructions for processing news events at the terminal side in the embodiment of the application, and the processor is used for controlling the input device, the transceiver and the display to execute corresponding operations;
the input device is used for responding to the selection operation of the target news event;
the transceiver is used for executing the steps of terminal side request message sending and data receiving in the embodiment of the application;
the display is used for displaying data received by the terminal side in the embodiment of the application, namely displaying the abstract and the combing result and the like.
In another aspect, an embodiment of the present application provides a server, including: the news system comprises an input/output (I/O) interface, a processor and a memory, wherein the memory stores instructions for processing news events on the server side in the embodiment of the application;
the I/O interface is used for receiving a request message for a target news event sent by a terminal;
the processor is configured to execute the instructions of the news event processing stored in the memory, and execute the steps of the method of news event processing as described in the server side in the embodiment of the present application.
Yet another aspect of the embodiments of the present application provides a computer-readable storage medium, which stores instructions that, when executed on a computer, cause the computer to perform the method described above at the terminal side.
Yet another aspect of the embodiments of the present application provides a computer-readable storage medium, which stores instructions that, when executed on a computer, cause the computer to perform the method described above on the server side.
The method for processing the news events can clearly provide the related historical process events aiming at the target news events selected by the user, not only enriches the page content, but also avoids time waste caused by searching.
Drawings
FIG. 1 is a schematic diagram of an embodiment of a news event processing system in the embodiment of the present application;
FIG. 2 is a schematic diagram of an example of a hot spot page in an embodiment of the present application;
FIG. 3 is a diagram of an embodiment of a method for processing a news event in an embodiment of the present application;
FIG. 4 is an exemplary diagram of a page presentation in an embodiment of the present application;
FIG. 5 is another exemplary diagram of a page display of a terminal in the embodiment of the present application;
FIG. 6 is another exemplary diagram of a page display of a terminal in an embodiment of the present application;
fig. 7 is another exemplary diagram of a page display of a terminal in the embodiment of the present application;
fig. 8 is another exemplary diagram of a page display of a terminal in the embodiment of the present application;
FIG. 9 is a schematic diagram of an embodiment of a digest extraction process in an embodiment of the present application;
FIG. 10 is a schematic diagram of another embodiment of a digest extraction process in an embodiment of the present application;
FIG. 11 is a schematic diagram of an embodiment of historical progress event combing in the embodiment of the present application;
FIG. 12 is a schematic diagram of an embodiment of determining a comment viewpoint in an embodiment of the present application;
fig. 13 is a schematic diagram of an embodiment of a terminal in the embodiment of the present application;
FIG. 14 is a schematic diagram of an embodiment of a server in an embodiment of the present application;
fig. 15 is a schematic diagram of another embodiment of the terminal in the embodiment of the present application;
fig. 16 is a schematic diagram of another embodiment of the server in the embodiment of the present application.
Detailed Description
Embodiments of the present application will now be described with reference to the accompanying drawings, and it is to be understood that the described embodiments are merely illustrative of some, but not all, embodiments of the present application. As can be known to those skilled in the art, with the development of technology and the emergence of new scenarios, the technical solution provided in the embodiments of the present application is also applicable to similar technical problems.
The embodiment of the application provides a news event processing method, which can clearly provide related historical process events for target news events selected by users, not only enriches page contents, but also avoids time waste caused by searching. The embodiment of the application also provides a corresponding terminal, a server and a computer readable storage medium. The following are detailed below.
Fig. 1 is a schematic diagram of an embodiment of a news event processing system in the embodiment of the present application.
As shown in fig. 1, the news event processing system in the embodiment of the present application includes a terminal 10, a network 20, and a server 30, wherein the terminal 10 and the server 30 are communicatively connected through the network 20.
The terminal 10 may be installed with an Application (APP) related to news, and when a user uses the APP, a main page of the news is displayed on a page of the terminal 10, where the main page may be a hot page as shown in fig. 2, the hot page includes hot news of a current update period, and the hot news on the hot page is updated periodically. When a user clicks any news event on the main page, the clicked news event may be referred to as a target news event in the embodiment of the present application, the terminal 10 sends a request message for the target news event to the server, and the server 30 combs out a historical progress event related to the target news event according to the request message. The server 30 returns the target news event combing result to the terminal 10, and the combing result of the target news event is displayed on the terminal.
The process of the terminal interacting with the server for the target news event described in fig. 1 can be understood with reference to the method embodiment of the news event processing shown in fig. 3.
As shown in fig. 3, an embodiment of a method for processing a news event provided by an embodiment of the present application includes:
101. and the terminal responds to the selection operation of the target news event.
102. And the terminal sends a request message for the target news event to the server.
The request message is used for instructing the server to comb the historical progress events related to the target news event.
103. After receiving a request message for a target news event sent by a terminal, a server combs a historical progress event related to the target news event according to the request message.
104. And the server sends the combing result of the historical progress events to the terminal.
105. And after receiving the combing result, the terminal displays the combing result.
According to the news event processing scheme provided by the embodiment of the application, the related historical process events can be clearly given for the target news events selected by the user, so that the page content is enriched, and the time waste caused by searching is avoided.
Optionally, the responding to the selection operation of the target news event may include:
and responding to the selection operation of the target news event on a hot page of the news application, wherein the hot page contains hot news of the current update period.
For example: when any one hot news is clicked on the hot page shown in fig. 2, the terminal responds to the selection operation of the hot news, and further sends a request message to the server to comb out the related historical progress events of the hot news.
Optionally, the request message is further used to instruct the server to extract a summary of the target news event, and the method may further include:
receiving the abstract of the target news event sent by the server;
and displaying the abstract of the target news event.
Wherein the summary may be presented above the combing result of the historical progression event.
As can be understood by referring to fig. 4, if the user clicks the hot news "iphone 8 cracking" on the hot page in fig. 2, the page shown in fig. 4 is displayed on the terminal. The page includes a summary above the historical progress events and the historical progress events below. In FIG. 4, the historical progression events are under the topic of event progression.
Wherein said presenting said combing result may comprise:
and displaying the release time, the release title and the link information of each historical progress event according to the occurrence sequence of the historical progress events.
The historical progress events related to the "iphone 8 cracking" of the event progress part in fig. 4 are arranged according to the chronological order, usually the former arrangement is behind the latter arrangement, and the latter arrangement is in front, so that the user can see the latest progress.
Optionally, the request message is further used to instruct the server to determine a comment viewpoint related to the target news event, and the method may further include:
receiving a comment viewpoint which is sent by the server and is related to the target news event;
and displaying the comment opinions related to the target news event.
In the embodiment of the application, a comment viewpoint can also be shown below the progress of an event, as shown in fig. 5, a comment viewpoint for "iphone 8 cracking" is also shown on a page.
Optionally, the request message is further used to instruct the server to determine an extended reading event related to the target news event, and the method may further include:
receiving information of an extended reading event which is sent by the server and related to the target news event, wherein the extended reading event is the news event which is the same as the target news event in type and is not included in the historical progress events;
and displaying the extended reading event related to the target news event.
In the embodiment of the present application, a comment viewpoint may also be displayed below the event progress, as shown in fig. 6, an extended reading event related to "iphone 8 cracking" may also be displayed on a page, where the extended reading event may be located on the right side of each viewpoint, or may be located below each viewpoint, and the page is arranged with respect to the positions of the topics such as the summary, the event progress, each viewpoint, and the extended reading.
The above examples of fig. 4, 5 and 6 show the presentation of the summary of the target news event, the historical progress events, the various parties' opinions and the extended reading on the terminal side. Due to the limitation of the screen, all historical progress events may not be displayed, and other historical progress events which are not displayed in the screen can be browsed in a sliding-down mode. The process of the server extracting a summary from the target news event and combing the historical progress events is described below in conjunction with the figures.
In fact, the presentation form of the above-mentioned subjects is not limited to the form of fig. 4 to fig. 6, for example, taking the example that the user clicks the "bloc shopping mall high pass" event on the hot spot page shown in fig. 2, the pages shown in fig. 7 and fig. 8 are presented at the terminal.
Fig. 9 shows a process of the server performing abstract extraction on the article content corresponding to the target news event.
As shown in fig. 9, the digest extraction process in the embodiment of the present application may include:
201. and acquiring article content corresponding to the target news event.
An example of a target news event continuing the foregoing could be 2 months and 10 days [ bloton expedited highpass, meeting us as soon as possible, preferably on the weekend ].
202. And extracting the text content of the article content, and removing the noise content in the text content to obtain a preprocessed text.
The process of step 202 may be understood as a preprocessing process of the article content, in which non-text content in the article content is removed, and then the text is extracted as plain text.
203. And scoring each sentence in the preprocessed text obtained by removing the noise to obtain a primary selection abstract sentence.
The process of step 203 can be understood as a process of base scoring and a process of score correction.
In the process of basic scoring, each word in each sentence in the plain text is scored, and then the score of the sentence is determined by combining the scores of all words in the sentence. The principle of scoring may be based on a deep learning technique, vectorizing a sentence, and then determining the score of the sentence according to the score of the word vector and the vector relation between the word and the sentence.
The score correction process performs basic feature construction on the sentences in the basic scoring process, and then determines a final score. The process may be based on basic text features such as textrank, tdidf, and the like, and further amend the basic score to obtain the final score.
204. And carrying out duplication removal processing on each sentence in the initially selected abstract sentences to obtain the abstract of the target news event.
Step 204 can be understood as a process of outputting the abstract, that is, a process of obtaining the abstract, wherein sentences with similar semantics may be selected in the first selection of the abstract sentences, repeated sentences in the sentences with similar semantics are removed, the abstract is refined as briefly as possible, and sentences with unknown semantics can be replaced and rewritten.
The process described above in fig. 9 can also be elaborated into the form of fig. 10.
As shown in fig. 10, the process of the server performing abstract extraction on the article content corresponding to the target news event may include:
301. and (4) inputting an article.
302. And extracting text content of the article.
303. And removing text noise.
304. Word level scoring.
305. And grading at sentence level.
306. And fitting to output a score.
307. And (5) constructing a basic characteristic.
308. And finally scoring and sorting.
309. And (5) removing the duplicate of the sentence.
310. And rewriting and complementing the abstract.
The processes of step 301 to step 310 are described in the process of fig. 9, and the description is not repeated here. Wherein, steps 302 and 303 are preprocessing stages, steps 304, 305 and 306 are base scoring stages, steps 307 and 308 are score correcting stages, and 309 and 310 are summary output stages. The server completes the digest output from 301 to 310. If the target news event continues for example 2 month 10 [ boston expedited highpass, meeting us as soon as possible, preferably on the weekend ], the output summary may be: on day 2/10, the mustache submitted a file about the merger of the high-pass to the american Securities and Exchange Council (SEC), which is also the latest file issued by the mustache in the recent undeliverable time of two companies around the big merger, the mustache executive officer wenhaoke is shown in the file, "we encouraged your to meet with us without delay, and we prepared to take meetings in new york or other convenient places of each other on saturday or sunday. "at the end of the file, again emphasized by Tanke, and" we want you to have a meeting right away ".
The server combs the historical progress events related to the target news event, and may include:
determining a core entity and a trigger word from the abstract, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event;
searching a related news event from a database according to the core entity and the trigger word;
and carrying out similarity calculation and deduplication processing on the related news event and the target news event so as to comb out the historical progress event.
And sequencing the sorted historical progress events according to the occurrence sequence to obtain a sequenced sorting result, wherein the sorting result comprises the release time, the release title and the link information of each historical progress event.
The core entity in the embodiment of the present application may be "highpass" or "blosson" in the above examples of highpass and blosson, and the keyword may be "acquisition".
The combing process for historical progression events can be understood with reference to fig. 11.
As shown in fig. 11, combing the historical progress events related to the target news event may include:
401. and extracting the core entity and the trigger word from the abstract.
402. And detecting keywords of a time axis.
The process is to find relevant news events based on the core entities and keywords. For example: the "highpass", "blond" and "acquisition" are used to look up news events from the database that are relevant to highpass and blond acquisition.
403. And (5) extracting the document features.
And respectively extracting the characteristics of the searched related news events.
404. And calculating the similarity.
Then, the similarity between each related news event and the news events released in the high-pass and bloc acquisition events and 2 months and 10 days is calculated respectively.
405. Event deduplication.
And determining the strongly related news events according to the similarity calculation, and removing repeated news events to obtain historical progress events.
406. And creating a time axis for the historical progress events according to the sequence of the release time.
For the acquisition events of the blosson and the grand general, the historical progress events arranged according to the sequence of occurrence shown in fig. 7 or fig. 8 can be obtained.
In the embodiment of the application, not only the abstract and the historical progress event of the target news event can be shown on the same page, but also the comment viewpoint aiming at the target news event can be shown on the same page.
In the embodiment of the present application, the server may further:
determining a comment set associated with the target news event according to an association relation between the news event and a comment article, wherein the association relation is determined through the matching degree of an entity word in the news event and an entity word in the comment article, and the entity word is a participant object in the news event and the comment article;
determining a comment viewpoint of the target news event according to the similarity between the keywords in each comment article in the comment set and the target news event;
and sending a comment viewpoint of the target news event to the terminal.
Correspondingly, the terminal may further:
receiving a comment viewpoint of the target news event sent by the server;
and displaying the comment opinions on the same page displaying the abstract of the target news event and the combing result.
The process of server determination of review perspective can be understood with reference to fig. 12.
The process of determining the opinion perspective as shown in fig. 12 may include:
501. and (4) inputting an article.
502. It is determined whether the article is a review article.
The comment articles can be provided with comment tags, and can be classified and judged through the comment tags and also through the content of the articles.
503. And extracting entity words.
The entity words may be, for example, "blosson" and "highpass" participant objects.
504. And matching the entity words in the target news event based on the entity words.
Whether the review articles are in the review highpass and the blog can be determined through entity word matching.
505. And (5) extracting keywords.
The keyword may be "acquisition".
506. And calculating the viewpoint matching degree based on the keywords.
The matching degree is also the similarity. The step is to determine whether the comment of the comment article is an acquisition event according to the keyword.
507. And (5) scoring, sorting and outputting according to the matching degree.
And preferentially outputting the comment articles with high scores.
After the server sends the comment viewpoint, the comment viewpoint is also displayed on the terminal, and an example of displaying the comment viewpoint on the terminal can be understood with reference to fig. 8.
Optionally, in this embodiment of the application, the server may further:
determining an extended reading event related to the target news event from news events of the same type as the target news event, wherein the extended reading event is a news event which is of the same type as the target news event and is not included in the historical progress events;
and sending the information of the extended reading event related to the target news event to the terminal.
Correspondingly, the terminal may further:
receiving information of an extended reading event which is sent by the server and related to the target news event, wherein the extended reading event is the news event which is the same as the target news event in type and is not included in the historical progress events;
and displaying the extended reading event related to the target news event.
The display mode of the extended reading event may be display under various viewpoints or on the right, and the specific display form is not limited in the embodiment of the present application.
As described above, the content described in the embodiments of the present application can clearly show the historical progress event related to the target news event, and the views and the extended reading event of each party in one page content, thereby not only enriching the page content, but also avoiding time consumption in searching and greatly improving the reading efficiency of the user.
The above description is a method for processing news events, and the following description refers to a terminal and a server in the embodiments of the present application with reference to the drawings.
Fig. 13 is a schematic diagram of an embodiment of the terminal 60 in the embodiment of the present application.
As shown in fig. 13, a terminal 60 provided in the embodiment of the present application includes:
an input unit 601 for responding to a selection operation for a target news event;
a sending unit 602, configured to send, to a server, a request message for a target news event selected by the selection operation input through the input unit 601, where the request message is used to instruct the server to comb historical progress events related to the target news event;
a receiving unit 603, configured to receive a combing result of the historical progress events sent by the server;
a display unit 604, configured to display the combing result received by the receiving unit 603.
The terminal provided by the embodiment of the application can clearly display the related historical process events aiming at the target news events selected by the user, not only is the page content enriched, but also the time waste caused by searching is avoided.
Optionally, the input unit 601 is configured to respond to a selection operation on the target news event on a hot page of a news application, where the hot page includes hot news of a current update cycle.
Optionally, the receiving unit 603 is further configured to receive the digest of the target news event sent by the server when the request message is further used to instruct the server to extract the digest of the target news event;
the displaying unit 604 is further configured to display the summary of the target news event.
Optionally, the displaying unit 604 is further configured to display the summary above the combing result of the historical progress event.
Optionally, the displaying unit 604 is further configured to display the release time, the release title, and the link information of each historical progress event according to the occurrence sequence of the historical progress events.
Optionally, the receiving unit 603 is further configured to receive a comment viewpoint related to the target news event sent by the server when the request message is further used to instruct the server to determine the comment viewpoint related to the target news event;
the displaying unit 604 is further configured to display the comment viewpoint related to the target news event.
Optionally, the receiving unit 603 is further configured to receive, when the request message is further used to instruct the server to determine an extended reading event related to the target news event, information of the extended reading event related to the target news event that is sent by the server, where the extended reading event is a news event that is the same as the target news event in type and is not included in the historical progress events;
the displaying unit 604 is further configured to display the extended reading event related to the target news event.
Fig. 14 is a schematic diagram of an embodiment of the server 70 in the embodiment of the present application.
As shown in fig. 14, an embodiment of the server 70 provided in the embodiment of the present application includes:
a receiving unit 701, configured to receive a request message for a target news event sent by a terminal, where the request message is used to instruct the server to comb a historical progress event related to the target news event;
a processing unit 702, configured to comb historical progress events related to the target news event according to the request message received by the receiving unit 701;
a sending unit 703, configured to send, to the terminal, the combing result of the historical progress events obtained by the processing unit 702, where the combing result is used for displaying on the terminal.
The server provided by the embodiment of the application can comb out the historical progress events related to the target news events aiming at the target news events accessed by the user, so that the historical progress events related to the target news events can be clearly displayed on the terminal, page contents are enriched, and time waste caused by searching is avoided.
Optionally, the processing unit 702 is further configured to extract a summary of the article content corresponding to the target news event when the request message is further used to instruct the server to extract the summary of the target news event.
Optionally, the processing unit 702 is configured to:
acquiring article content corresponding to the target news event;
extracting the text content of the article content, and removing the noise content in the text content to obtain a preprocessed text;
scoring each sentence in the preprocessed text obtained by removing noise to obtain a primary selection abstract sentence;
and carrying out duplication removal processing on each sentence in the initially selected abstract sentences to obtain the abstract of the target news event.
Optionally, the processing unit 702 is configured to:
determining a core entity and a trigger word from the abstract, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event;
searching a related news event from a database according to the core entity and the trigger word;
and carrying out similarity calculation and deduplication processing on the related news event and the target news event so as to comb out the historical progress event.
Optionally, the processing unit 702 is further configured to:
and sequencing the sorted historical progress events according to the occurrence sequence to obtain a sequenced sorting result, wherein the sorting result comprises the release time, the release title and the link information of each historical progress event.
Optionally, the processing unit 702 is further configured to: the server is further configured to determine a comment set associated with the target news event according to an association relationship between a news event and a comment article when the request message is further configured to instruct the server to determine a comment viewpoint related to the target news event, where the association relationship is determined by a matching degree between an entity word in the news event and an entity word in the comment article, and the entity word is a participant object in the news event and the comment article; determining a comment viewpoint related to the target news event according to the similarity between the keywords in each comment article in the comment set and the target news event;
the sending unit 703 is further configured to send a comment viewpoint related to the target news event to the terminal.
Optionally, the processing unit 702 is further configured to determine, when the request message is further used to instruct the server to determine extended reading events related to the target news event, the extended reading events related to the target news event from news events of the same type as the target news event, where the extended reading events are news events that are of the same type as the target news event and are not included in the historical progress events;
the sending unit 703 is further configured to send the information of the extended reading event related to the target news event to the terminal.
By the server and the terminal provided by the embodiment of the application, the historical progress events related to the target news events, the viewpoints of all parties and the extended reading events can be clearly displayed in one page content, the page content is enriched, time consumption in searching is avoided, and the reading efficiency of a user is greatly improved.
The above description of the terminal and the server can be understood by referring to the description of the corresponding parts in the embodiments of fig. 1 to 12, and will not be repeated herein.
The above-mentioned news event processing process is executed by a terminal device, for example, any terminal device such as a mobile phone, a tablet computer, a PDA (Personal Digital Assistant), a POS (Point of Sales), and a vehicle-mounted computer, taking the terminal as a mobile phone as an example:
fig. 15 is a block diagram showing a partial structure of a cellular phone related to a terminal device provided in an embodiment of the present invention. Referring to fig. 15, the cellular phone includes: radio Frequency (RF) circuit 1110, memory 1120, input unit 1130, display unit 1140, sensor 1150, audio circuit 1160, wireless fidelity (WiFi) module 1170, processor 1180, and camera 1190. Those skilled in the art will appreciate that the handset configuration shown in fig. 15 is not intended to be limiting and may include more or fewer components than those shown, or some components may be combined, or a different arrangement of components.
The following describes each component of the mobile phone in detail with reference to fig. 15:
The memory 1120 may be used to store software programs and modules, and the processor 1180 may execute various functional applications and data processing of the mobile phone by operating the software programs and modules stored in the memory 1120. The memory 1120 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required by at least one function (such as a sound playing function, an image playing function, etc.), and the like; the storage data area may store data (such as audio data, a phonebook, etc.) created according to the use of the cellular phone, and the like. Further, the memory 1120 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device.
The input unit 1130 may be used to receive user operations and generate key signal inputs related to user settings and function control of the cellular phone. For example: responding to the selection operation of the user on the target news event. Specifically, the input unit 1130 may include a touch panel 1131 and other input devices 1132. Touch panel 1131, also referred to as a touch screen, can collect touch operations of a user on or near the touch panel 1131 (for example, operations of the user on or near touch panel 1131 by using any suitable object or accessory such as a finger or a stylus pen), and drive corresponding connection devices according to a preset program. Alternatively, the touch panel 1131 may include two parts, namely, a touch detection device and a touch controller. The touch detection device detects the touch direction of a user, detects a signal brought by touch operation and transmits the signal to the touch controller; the touch controller receives touch information from the touch sensing device, converts the touch information into touch point coordinates, sends the touch point coordinates to the processor 1180, and can receive and execute commands sent by the processor 1180. In addition, the touch panel 1131 can be implemented by using various types, such as resistive, capacitive, infrared, and surface acoustic wave. The input unit 1130 may include other input devices 1132 in addition to the touch panel 1131. In particular, other input devices 1132 may include, but are not limited to, one or more of a physical keyboard, function keys (e.g., volume control keys, switch keys, etc.), a trackball, a mouse, a joystick, and the like.
The handset may also include at least one sensor 1150, such as a light sensor, motion sensor, and other sensors. Specifically, the light sensor may include an ambient light sensor and a proximity sensor, wherein the ambient light sensor may adjust the brightness of the display panel 1141 according to the brightness of ambient light, and the proximity sensor may turn off the display panel 1141 and/or the backlight when the mobile phone moves to the ear. As one of the motion sensors, the accelerometer sensor can detect the magnitude of acceleration in each direction (generally, three axes), can detect the magnitude and direction of gravity when stationary, and can be used for applications of recognizing the posture of a mobile phone (such as horizontal and vertical screen switching, related games, magnetometer posture calibration), vibration recognition related functions (such as pedometer and tapping), and the like; as for other sensors such as a gyroscope, a barometer, a hygrometer, a thermometer, and an infrared sensor, which can be configured on the mobile phone, further description is omitted here.
WiFi belongs to short-distance wireless transmission technology, and the cell phone can help a user to receive and send e-mails, browse webpages, access streaming media and the like through the WiFi module 1170, and provides wireless broadband internet access for the user. Although fig. 15 shows the WiFi module 1170, it is understood that it does not belong to the essential constitution of the handset, and can be omitted entirely as needed within the scope not changing the essence of the invention.
The processor 1180 is a control center of the mobile phone, and is connected to various parts of the whole mobile phone through various interfaces and lines, and executes various functions of the mobile phone and processes data by operating or executing software programs and/or modules stored in the memory 1120 and calling data stored in the memory 1120, thereby performing overall monitoring of the mobile phone. Optionally, processor 1180 may include one or more processing units; preferably, the processor 1180 may integrate an application processor, which mainly handles operating systems, user interfaces, application programs, etc., and a modem processor, which mainly handles wireless communications. It will be appreciated that the modem processor described above may not be integrated within processor 1180.
The camera 1190 is used to collect images.
The mobile phone further includes a power supply (such as a battery) for supplying power to each component, and preferably, the power supply may be logically connected to the processor 1180 through a power management system, so that functions of managing charging, discharging, power consumption, and the like are implemented through the power management system.
Although not shown, the mobile phone may further include a camera, a bluetooth module, etc., which are not described herein.
In this embodiment of the present invention, the processor 1180 included in the terminal further has the following control functions:
responding to the selection operation of the target news event;
sending a request message for the target news event to a server, wherein the request message is used for instructing the server to comb historical progress events related to the target news event;
receiving a combing result of the historical progress events sent by the server;
and displaying the combing result.
Optionally, the responding to the selection operation of the target news event may include:
and responding to the selection operation of the target news event on a hot page of the news application, wherein the hot page contains hot news of the current update period.
Optionally, the request message is further configured to instruct the server to extract a summary of the target news event, and further includes:
receiving the abstract of the target news event sent by the server;
and displaying the abstract of the target news event.
Optionally, the presenting the summary of the target news event may include:
the summary is shown above the combing results of the historical progression events.
Optionally, the presenting the combing result may include:
and displaying the release time, the release title and the link information of each historical progress event according to the occurrence sequence of the historical progress events.
Optionally, the request message is further used to instruct the server to determine a comment viewpoint related to the target news event, and may further include:
receiving a comment viewpoint which is sent by the server and is related to the target news event;
and displaying the comment opinions related to the target news event.
Optionally, the request message is further used to instruct the server to determine an extended reading event related to the target news event, and may further include:
receiving information of an extended reading event which is sent by the server and related to the target news event, wherein the extended reading event is the news event which is the same as the target news event in type and is not included in the historical progress events;
and displaying the extended reading event related to the target news event.
The above description of the terminal can be understood with reference to the corresponding description of the terminal side in fig. 1 to fig. 12, and will not be repeated herein.
Fig. 16 is a schematic structural diagram of a server 70 according to an embodiment of the present application. The server 70 includes a processor 710, a memory 740, and an input/output (I/O) interface 730, and the memory 740 may include a read-only memory and a random access memory, and provides operating instructions and data to the processor 710. A portion of the memory 740 may also include non-volatile random access memory (NVRAM).
In some embodiments, memory 740 stores elements, executable modules or data structures, or a subset thereof, or an expanded set thereof:
in the embodiment of the present application, during the recommendation of application data, by calling the operation instruction stored in the memory 740 (the operation instruction may be stored in the operating system),
the I/O interface 730 is configured to receive a request message for a target news event sent by a terminal, where the request message is used to instruct the server to comb historical progress events related to the target news event;
the I/O interface 730 is adapted to send a grooming result of the historical progress events to the terminal, the grooming result being adapted to be presented at the terminal.
According to the method and the device, the terminal can clearly give the related historical process events aiming at the target news events selected by the user, so that the page content is enriched, and the time waste caused by searching is avoided.
The processor 710 controls the operation of the server 70, and the processor 710 may also be referred to as a Central Processing Unit (CPU). Memory 740 may include both read-only memory and random-access memory, and provides instructions and data to processor 710. A portion of the memory 740 may also include non-volatile random access memory (NVRAM). The various components of the server 70 in a particular application are coupled together by a bus system 720, wherein the bus system 720 may include a power bus, a control bus, a status signal bus, etc., in addition to a data bus. For clarity of illustration, however, the various buses are designated in the figure as bus system 720.
The method disclosed in the embodiments of the present application may be applied to the processor 710, or implemented by the processor 710. Processor 710 may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the above method may be performed by integrated logic circuits of hardware or instructions in the form of software in the processor 710. The processor 710 may be a general purpose processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components. The various methods, steps, and logic blocks disclosed in the embodiments of the present application may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of the method disclosed in connection with the embodiments of the present application may be directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. The software module may be located in ram, flash memory, rom, prom, or eprom, registers, etc. storage media as is well known in the art. The storage medium is located in the memory 740, and the processor 710 reads the information in the memory 740 and performs the steps of the above method in combination with the hardware thereof.
Optionally, the processor 710 is further configured to extract a summary of the article content corresponding to the target news event when the request message is further used to instruct the server to extract the summary of the target news event.
Optionally, the processor 710 is configured to:
acquiring article content corresponding to the target news event;
extracting the text content of the article content, and removing the noise content in the text content to obtain a preprocessed text;
scoring each sentence in the preprocessed text obtained by removing noise to obtain a primary selection abstract sentence;
and carrying out duplication removal processing on each sentence in the initially selected abstract sentences to obtain the abstract of the target news event.
Optionally, the processor 710 is configured to:
determining a core entity and a trigger word from the abstract, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event;
searching a related news event from a database according to the core entity and the trigger word;
and carrying out similarity calculation and deduplication processing on the related news event and the target news event so as to comb out the historical progress event.
Optionally, the processor 710 is further configured to:
and sequencing the sorted historical progress events according to the occurrence sequence to obtain a sequenced sorting result, wherein the sorting result comprises the release time, the release title and the link information of each historical progress event.
Optionally, the processor 710 is further configured to determine, when the request message is further configured to instruct the server to determine a comment viewpoint related to the target news event, a comment set associated with the target news event according to an association relationship between a news event and a comment article, where the association relationship is determined by a matching degree between an entity word in the news event and an entity word in the comment article, and the entity word is a participant object in the news event and the comment article; determining a comment viewpoint related to the target news event according to the similarity between the keywords in each comment article in the comment set and the target news event;
the I/O interface 730 is further configured to send a comment viewpoint related to the target news event to the terminal.
Optionally, the processor 710 is further configured to determine an extended reading event related to the target news event from news events of the same type as the target news event when the request message is further used to instruct the server to determine the extended reading event related to the target news event, wherein the extended reading event is a news event of the same type as the target news event and is not included in the historical progress events;
the I/O interface 730 is further configured to send the information of the extended reading event related to the target news event to the terminal.
The above description of the server 70 can be understood with reference to the corresponding description of the server side in fig. 1 to 12, and will not be repeated herein.
In the above embodiments, the implementation may be wholly or partially realized by software, hardware, firmware, or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product.
The computer program product includes one or more computer instructions. When loaded and executed on a computer, cause the processes or functions described in accordance with the embodiments of the application to occur, in whole or in part. The computer may be a general purpose computer, a special purpose computer, a network of computers, or other programmable device. The computer instructions may be stored in a computer readable storage medium or transmitted from one computer readable storage medium to another, for example, from one website site, computer, server, or data center to another website site, computer, server, or data center via wired (e.g., coaxial cable, fiber optic, Digital Subscriber Line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that a computer can store or a data storage device, such as a server, a data center, etc., that is integrated with one or more available media. The usable medium may be a magnetic medium (e.g., floppy Disk, hard Disk, magnetic tape), an optical medium (e.g., DVD), or a semiconductor medium (e.g., Solid State Disk (SSD)), among others.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer-readable storage medium, and the storage medium may include: ROM, RAM, magnetic or optical disks, and the like.
The method, the terminal, the server and the computer-readable storage medium for processing the news event provided by the embodiment of the present application are introduced in detail, and a specific example is applied to illustrate the principle and the implementation of the present application, and the description of the embodiment is only used to help understand the method and the core idea of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.
Claims (15)
1. A method of news event processing, comprising:
responding to the selection operation of the target news event;
sending a request message for the target news event to a server, wherein the request message is used for instructing the server to comb historical progress events related to the target news event; receiving a combing result of the historical progress events sent by the server; the sorting result of the historical progress events related to the target news event is obtained by searching the related news event from a database by the server according to a core entity and a trigger word determined from an abstract, carrying out similarity calculation and deduplication processing on the related news event and the target news event, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event;
the request message is also used for instructing the server to extract the abstract of the target news event and receiving the abstract of the target news event sent by the server; the abstract of the target news event is obtained by the server by extracting the article content corresponding to the obtained target news event to obtain the text content of the article content, removing the noise content in the text content to obtain a preprocessed text, then scoring each sentence in the preprocessed text to obtain a primary selected abstract sentence, and performing deduplication processing on each sentence in the primary selected abstract sentence;
and displaying the combing result and the abstract of the target news event.
2. The method of claim 1, wherein responding to the selection of the target news event comprises:
and responding to the selection operation of the target news event on a hot page of the news application, wherein the hot page contains hot news of the current update period.
3. The method of claim 1, wherein said presenting the summary of the target news event comprises:
the summary is shown above the combing results of the historical progression events.
4. The method of claim 3, wherein said presenting said combing result comprises:
and displaying the release time, the release title and the link information of each historical progress event according to the occurrence sequence of the historical progress events.
5. The method of claim 4, wherein the request message is further configured to instruct the server to determine a review perspective associated with the target news event, and wherein the method further comprises:
receiving a comment viewpoint which is sent by the server and is related to the target news event;
and displaying the comment opinions related to the target news event.
6. The method of claim 5, wherein the request message is further configured to instruct the server to determine an extended reading event related to the target news event, and wherein the method further comprises:
receiving information of an extended reading event which is sent by the server and related to the target news event, wherein the extended reading event is the news event which is the same as the target news event in type and is not included in the historical progress events;
and displaying the extended reading event related to the target news event.
7. A method of news event processing, comprising:
receiving a request message for a target news event sent by a terminal, wherein the request message is used for indicating a server to comb historical progress events related to the target news event;
combing historical progress events related to the target news event according to the request message, comprising: determining a core entity and a trigger word from the abstract, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event; searching a related news event from a database according to the core entity and the trigger word; carrying out similarity calculation and deduplication processing on the related news event and the target news event so as to comb out the historical progress event;
the request message is also used for instructing the server to extract the abstract of the target news event; extracting the abstract of the target news event according to the request message; the extracting the abstract of the target news event comprises the following steps: acquiring article content corresponding to the target news event; extracting the text content of the article content, and removing the noise content in the text content to obtain a preprocessed text; scoring each sentence in the preprocessed text obtained by removing noise to obtain a primary selection abstract sentence; carrying out duplication removal processing on each sentence in the initially selected abstract sentences to obtain an abstract of the target news event;
sending a combing result of the historical progress events and an abstract of the target news event to the terminal, wherein the combing result and the abstract of the target news event are used for being displayed on the terminal.
8. The method of claim 7, further comprising:
and sequencing the sorted historical progress events according to the occurrence sequence to obtain a sequenced sorting result, wherein the sorting result comprises the release time, the release title and the link information of each historical progress event.
9. The method of claim 8, wherein the request message is further configured to instruct the server to determine a review perspective associated with the target news event, and wherein the method further comprises:
determining a comment set associated with the target news event according to an association relation between the news event and a comment article, wherein the association relation is determined by the matching degree of an entity word in the news event and an entity word in the comment article, and the entity word is a participant object in the news event and the comment article;
determining a comment viewpoint related to the target news event according to the similarity between the keywords in each comment article in the comment set and the target news event;
and sending the comment opinions related to the target news event to the terminal.
10. The method of claim 9, wherein the request message is further configured to instruct the server to determine an extended reading event related to the target news event, and wherein the method further comprises:
determining an extended reading event related to the target news event from news events of the same type as the target news event, wherein the extended reading event is a news event which is of the same type as the target news event and is not included in the historical progress events;
and sending the information of the extended reading event related to the target news event to the terminal.
11. A terminal, comprising:
an input unit for responding to a selection operation for a target news event;
a sending unit, configured to send, to a server, a request message for a target news event selected by the selection operation input through the input unit, where the request message is used to instruct the server to comb historical progress events related to the target news event; the sorting result of the historical progress events related to the target news event is obtained by searching the related news event from a database by the server according to a core entity and a trigger word determined from an abstract, carrying out similarity calculation and deduplication processing on the related news event and the target news event, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event;
the sending unit is further configured to send a request message for the target news event selected by the selection operation input through the input unit to a server, where the request message is used to instruct the server to extract a summary of the target news event; the abstract of the target news event is obtained by the server by extracting the article content corresponding to the obtained target news event to obtain the text content of the article content, removing the noise content in the text content to obtain a preprocessed text, then scoring each sentence in the preprocessed text to obtain a primary selected abstract sentence, and performing deduplication processing on each sentence in the primary selected abstract sentence;
the receiving unit is used for receiving the combing result of the historical progress events and the abstract of the target news event, which are sent by the server;
and the display unit is used for displaying the combing result and the abstract of the target news event received by the receiving unit.
12. A server, comprising:
the system comprises a receiving unit, a processing unit and a processing unit, wherein the receiving unit is used for receiving a request message for a target news event sent by a terminal, and the request message is used for indicating the server to comb the historical progress event related to the target news event;
the processing unit is used for combing the historical progress events related to the target news events according to the request messages received by the receiving unit; wherein the combing the historical progress events related to the target news event comprises: determining a core entity and a trigger word from the abstract, wherein the core entity is a participant object in the target news event, and the trigger word is an event related to the participant object in the target news event; searching a related news event from a database according to the core entity and the trigger word; carrying out similarity calculation and deduplication processing on the related news event and the target news event so as to comb out the historical progress event;
the receiving unit is further configured to receive a request message for a target news event sent by a terminal, where the request message is used to instruct the server to extract a summary of the target news event;
the processing unit is further configured to extract an abstract of the target news event according to the request message received by the receiving unit; the extracting the abstract of the target news event comprises the following steps: acquiring article content corresponding to the target news event; extracting the text content of the article content, and removing the noise content in the text content to obtain a preprocessed text; scoring each sentence in the preprocessed text obtained by removing noise to obtain a primary selection abstract sentence; carrying out duplication removal processing on each sentence in the initially selected abstract sentences to obtain an abstract of the target news event;
and the sending unit is used for sending the combing result of the historical progress event and the abstract of the target news event which are obtained by the processing unit to the terminal, and the combing result and the abstract of the target news event are used for being displayed on the terminal.
13. A terminal, characterized in that the terminal comprises: an input device, a transceiver, a display, a processor and a memory, the memory having stored therein instructions of the method of news event processing according to any one of claims 1-6, the processor being configured to control the input device, the transceiver and the display to perform corresponding operations;
the input device is used for responding to the selection operation of the target news event;
the transceiver is used for executing the steps of request message transmission and data reception in the method of any of claims 1-6:
the display is used for displaying the data received in the method of any one of claims 1-6.
14. A server, characterized in that the server comprises: an input/output (I/O) interface, a processor, and a memory having stored therein instructions of the method of news event processing according to any one of claims 7-10;
the I/O interface is used for receiving a request message for a target news event sent by a terminal;
the processor is adapted to execute instructions of the news event processing stored in the memory to perform the steps of the method of news event processing as claimed in any one of claims 7-10.
15. A computer-readable storage medium having stored therein instructions for news event processing, which when run on a computer, cause the computer to perform the method of any one of claims 1-6 above or perform the method of any one of claims 7-10 above.
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