WO2019041285A1 - 联想词推荐方法、移动终端以及计算机可读存储介质 - Google Patents

联想词推荐方法、移动终端以及计算机可读存储介质 Download PDF

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Publication number
WO2019041285A1
WO2019041285A1 PCT/CN2017/100088 CN2017100088W WO2019041285A1 WO 2019041285 A1 WO2019041285 A1 WO 2019041285A1 CN 2017100088 W CN2017100088 W CN 2017100088W WO 2019041285 A1 WO2019041285 A1 WO 2019041285A1
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Prior art keywords
application
search
preset
display area
preset number
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PCT/CN2017/100088
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English (en)
French (fr)
Inventor
罗月
Original Assignee
深圳市云中飞网络科技有限公司
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Application filed by 深圳市云中飞网络科技有限公司 filed Critical 深圳市云中飞网络科技有限公司
Priority to PCT/CN2017/100088 priority Critical patent/WO2019041285A1/zh
Priority to CN201780092319.3A priority patent/CN110770716A/zh
Publication of WO2019041285A1 publication Critical patent/WO2019041285A1/zh

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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
    • G06F16/33—Querying
    • G06F16/332—Query formulation

Definitions

  • the present invention relates to the field of mobile terminal technologies, and in particular, to a reference word recommendation method, a mobile terminal, and a computer readable storage medium.
  • Embodiments of the present invention provide a predictive word recommendation method, a mobile terminal, and a computer readable storage medium, which can improve application search efficiency when searching for an application.
  • a first aspect of the embodiments of the present invention provides a method for recommending a predictive word, including:
  • a second aspect of the embodiments of the present invention provides a mobile terminal, including a receiving unit and a display unit, where:
  • the receiving unit is configured to receive a search term input by a user
  • the display unit is configured to display a first preset number of application association words corresponding to the search term in the first display area, and to display a second preset corresponding to the search term in the second display area
  • the number of application names, the first display area and the second display area do not overlap each other.
  • a third aspect of the embodiments of the present invention provides a mobile terminal, including a processor and a memory, the memory is configured to store one or more programs, and the one or more programs are configured to be executed by the processor,
  • the program includes some or all of the steps described in any of the methods of the first aspect of the embodiments of the present invention.
  • a fourth aspect of embodiments of the present invention provides a computer readable storage medium for storing a computer program for electronic data exchange, wherein the computer program causes a computer to perform a first aspect of an embodiment of the present invention Some or all of the steps described in either method.
  • a fifth aspect of an embodiment of the present invention provides a computer program product comprising a non-transitory computer readable storage medium storing a computer program, the computer program being operative to cause a computer to perform an embodiment of the present invention
  • the application association word and the application name corresponding to the search term may be displayed, and the application association word is a word related to the application but not the application name.
  • the association words and application names related to the application are recommended when the association word is recommended, which can improve the relevance degree of the recommended association words and improve the application search efficiency.
  • FIG. 1 is a schematic flow chart of a method for recommending a similar word disclosed in an embodiment of the present invention
  • 2a is a schematic diagram of a search interface disclosed in an embodiment of the present invention.
  • 2b is a schematic diagram of another search interface disclosed in an embodiment of the present invention.
  • FIG. 3 is a schematic flow chart of another method for recommending a predictive word according to an embodiment of the present invention.
  • FIG. 4 is a schematic structural diagram of a mobile terminal according to an embodiment of the present invention.
  • FIG. 5 is a schematic structural diagram of another mobile terminal according to an embodiment of the present disclosure.
  • FIG. 6 is a schematic structural diagram of still another mobile terminal according to an embodiment of the present invention.
  • references to "an embodiment” herein mean that a particular feature, structure, or characteristic described in connection with the embodiments can be included in at least one embodiment of the invention.
  • the appearances of the phrases in various places in the specification are not necessarily referring to the same embodiments, and are not exclusive or alternative embodiments that are mutually exclusive. Those skilled in the art will understand and implicitly understand that the embodiments described herein can be combined with other embodiments.
  • the mobile terminal involved in the embodiments of the present invention may include various handheld devices, wireless devices, wearable devices, computing devices, or other processing devices connected to the wireless modem, and various forms of user equipment (User Equipment, UE), mobile station (MS), terminal device, and the like.
  • UE User Equipment
  • MS mobile station
  • terminal device and the like.
  • the devices mentioned above are collectively referred to as mobile terminals.
  • FIG. 1 is a schematic flowchart of a method for recommending a predictive word according to an embodiment of the present invention. As shown in FIG. 1, the method for recommending a predictive word includes the following steps.
  • the mobile terminal receives a search term input by a user.
  • the embodiments of the present invention can be applied to an application download platform such as a software store or an application store. It can be used for a scenario where a user searches for and downloads an application on a mobile terminal.
  • the mobile terminal takes a mobile phone as an example
  • the application downloading platform takes a software store as an example.
  • the user opens the software store in the mobile phone, and is soft. Enter a search term in the search box of the store.
  • the search term can be Chinese, English, Korean or other languages that can be recognized by other mobile phones.
  • the search term may be an abbreviation such as "winner”, "WX”, etc.; the search term may also be a word or a word, for example, “purchase”, “style”, etc.; the search term may also be one of the applications. A word, for example, "king”, “payment”, etc.
  • the mobile terminal displays a first preset number of application association words corresponding to the search term in the first display area, and displays a second preset number of application names corresponding to the search term in the second display area, where the first display area is The second display areas do not overlap each other.
  • the first display area and the second display area may be located in the search display interface.
  • the sum of the first preset quantity and the second preset quantity may be a fixed value.
  • the sum of the first preset quantity and the second preset quantity is equal to 9 or 10
  • the first preset quantity may be set to 3
  • the second The default number is 6 or 7.
  • the application association word is a word related to the application but not the application name.
  • the application of the association word is not a combination of common words.
  • FIG. 2a is a schematic diagram of a search interface disclosed in the embodiment of the present invention.
  • the corresponding application association words may be "shopping”, “purchasing a car”, “purchasing a house”, etc.
  • the corresponding application names are "XX easy to buy", “XX shopping”, “XX quick purchase” ", XXX package purchase”, “shopping XX", “XX sea purchase”, “XX group purchase” and so on.
  • the application does not use these words as application association words.
  • the user can click the application association word to enter the corresponding application download interface. For example, if the user clicks "shopping", the application software related to shopping can be displayed, such as "XX meeting", “XX East”, “XX treasure”, “XX cat”, “XX excellent product”, “XX Baba”, “XX Street”, “XX” and so on, and after clicking the search word "shopping", the name of the application related to the shopping and the application icon can be displayed on the display interface, and the download control and the download amount can be displayed, which is convenient for the user.
  • the download amount here may be the download amount in the past period of time (for example, the download amount in the past week), and the user can directly judge whether the application is a popular application that is needed according to the download amount of the application in the past period of time.
  • step (11) may also be performed.
  • the mobile terminal displays a popular application association word containing the search term in the first display area, and displays a popular application name including the search term in the second display area, wherein the popular application
  • the association word ends with a search term and the popular app name ends with a search term.
  • the search cursor is generally located after the search term, as shown in FIG. 2a.
  • the search input box When the user clicks the search input box to move the search cursor to the search word, it indicates that the application name that the user needs to input includes the search term, and the search term is located behind the application that the user needs to input, and at this time, the mobile terminal is again the user.
  • Recommend new popular app association words and new popular app names which can recommend more accurate app association words and app names for users, making it easier for users to find the apps they need.
  • FIG. 2b is a schematic diagram of another search interface according to an embodiment of the present invention, which may be described in conjunction with FIG. 2a.
  • the search cursor in FIG. 2a is located after the search term, and the applied association words and applications are displayed.
  • the name only contains the search term.
  • FIG. 2b when the search cursor is located before the search word, the mobile terminal displays the popular application association word ending with the search term in the first display area, and displays the popular application name ending with the search word in the second display area.
  • the mobile terminal displays three popular application associations of "Tesco”, "E-shop”, and "Group purchase” in the first display area. Words, in the second display area, show "XX E-Picture", "XX Shopping", “XX Quick Purchase”, “XXX Purchase”, “Love X Purchase”, "XX Sea Purchase", “XX Group Purchase” Top app name.
  • step 102 may include the following steps:
  • the mobile terminal displays the first preset number of application association words corresponding to the search words in order from the largest to the smallest in the first display area;
  • the mobile terminal displays a second preset number of application names corresponding to the search words in order from the largest to the smallest in the second display area.
  • search term corresponds to the "purchase” corresponding to the "XX Buy", “XX Shopping”, “XX Quick Buy”, “XXX Purchase”, “Shopping XX”, “XX Sea Purchase”, “ XX Group Buying is ranked in the top seven in terms of historical search volume, and will be “XX Easy Buy”, “XX Shopping”, “XX Quick Buy”, “XXX Free Purchase”, “Shopping XX”, “XX Sea Purchase”, “XX Group Purchase”. "The second preset number of application names corresponding to "purchase”.
  • the application association words and application names with the top search volume are displayed in front, which is convenient for the user to find popular application association words and popular application names, thereby further improving the efficiency of the user search application.
  • the method shown in FIG. 1 is implemented.
  • the association word is recommended, only the association words and application names related to the application are recommended, and the relevance degree of the recommended association words can be improved, and the application search efficiency is improved.
  • FIG. 3 is a schematic flowchart of another method for recommending a predictive word according to an embodiment of the present invention. As shown in FIG. 3, the method for recommending a predictive word includes the following steps.
  • the mobile terminal receives a search term input by a user.
  • the mobile terminal determines whether the search term is a hot word. If yes, go to step 303. If no, go to step 304.
  • the mobile terminal may determine whether the search term is a hot word by searching the log.
  • the search log can count the number of times the search term was clicked and searched over a period of time (eg, within the past week, or within the past month, or within the past year). If the search term is clicked and searched for a preset number of times in the search box of the application download platform in the past period of time (for example, the preset number of times may be set to 10,000 times), it is determined that the search term is a hot word.
  • the mobile terminal uses, as the target application, the application with the highest download amount in the application set corresponding to the search word according to the data collected by the search log in the preset time period, and displays the download interface of the target application in the third display area, in the first display.
  • the area displays a first preset number of application association words corresponding to the search term, and displays a second preset number of application names corresponding to the search words in the second display area, where the first display area and the second display area do not overlap each other
  • the third display area does not overlap the first display area and the second display area.
  • the download interface of the target application may include the name of the target application, the icon of the target application, the number of downloads of the target application, and the download control of the target application.
  • the download interface of the target application is displayed in the third display area, so that the user can directly download the target application by clicking the download control in the download interface of the target application in the search interface, thereby improving the efficiency of the user searching and downloading the application.
  • the search term is a popular word
  • the mobile terminal uses the application with the highest download amount in the application set corresponding to the search word as the target application, and displays the target application in the third display area.
  • the download interface makes it easy for users to download the target application directly. Improve the user experience. For example, if the user inputs the search word “micro”, the target application “WeChat” is displayed in the third display area, and the popular application association words such as “micro store” and “pico” are displayed in the first display area, and the second display is displayed.
  • the area displays popular application names such as “Weibo”, “WeChat avatar” and “Micro Cloud”.
  • the third display area may be located in the most conspicuous area of the search interface, so that the user can find the target application and download it.
  • step 303 before performing step 303, the following steps (21) and (22) may also be performed.
  • the mobile terminal determines, according to the data that is collected by the search log in the preset time period, the first preset number of application association words in which the search volume is ranked in the application association word set related to the search term;
  • the mobile terminal determines, according to the data that is collected by the search log within the preset time period, a second preset number of application names in which the search volume is ranked in the application name set related to the search term.
  • the data collected by the search log in the preset time period includes the user input using the application download platform within a certain period of time (for example, within the past week, or within the past month, or within the past one year). The number of times all search terms were clicked.
  • the first preset number and the second preset number may both be set to be less than 10, for example, the first preset number is set to 4, and the second preset number is 5.
  • the first preset number of application association words that are recommended according to the search term are all the related words that are related to the search term and are popular in the search log, so that the user can search the popular application.
  • the second preset number of application names recommended by the search term are the more popular application names associated with the search term in the search log, so that the user can directly find the popular application in the application name.
  • the search quantity of all the application association words in the first preset number of application association words is greater than the first preset search quantity threshold, and the search quantity of all application names in the second preset number of application names is greater than a second preset search amount threshold;
  • the download conversion rate of all the application association words in the first preset number of application association words is greater than the first preset conversion rate threshold, and the download conversion rate of all the application names in the second preset number of application names is greater than the first preset The conversion rate threshold, the number of words of all application names in the second preset number of application names is less than the preset number threshold.
  • the download conversion rate of the application name is equal to the download amount of the application name/the search amount of the application name.
  • the first preset search amount threshold may be set to 200
  • the first preset conversion rate threshold may be set to 30%
  • the preset data amount threshold may be set to 7 words.
  • the mobile terminal displays, as a target application, an application whose download conversion rate is greater than a second preset conversion rate threshold and whose download quantity is greater than a preset download amount threshold in a second preset number of application names, and displays the download of the target application in the third display area.
  • the interface displays a first preset number of application association words corresponding to the search term in the first display area, and displays a second preset number of application names corresponding to the search term in the second display area, where the second preset conversion The rate threshold is greater than the first preset conversion rate threshold.
  • the target application of the threshold value also displays the download interface of the target application in the third display area, so that the user can directly download the target application in the search interface and improve the user experience.
  • the download conversion rate of the application name is equal to the download amount of the application name/the search amount of the application name. In general, the higher the download conversion rate, the application corresponding to the app name is the popular app that the user needs.
  • the second preset conversion rate threshold in the embodiment of the present invention may be set to 90%.
  • the preset download threshold can be set to 1 million. For example, if the user inputs the search term "wei”, the target application - WeChat can be displayed in the third display area, and the application association words such as "Weihai”, “Venice”, “Wiki” are displayed in the first display area,
  • the second display area displays application names such as “Weihai XX”, “Weibo”, “WeChat avatar” and “Micro Cloud”.
  • an application with a high download rate and a high download amount in the application name corresponding to the non-pop word may be used as the target application and in the third display area. Displayed, easy for users to download directly, improve the user experience of downloading applications.
  • the method shown in FIG. 3 is implemented, and for popular words, the popular application corresponding to the popular word is directly displayed, which is convenient for the user to directly download, and improves the efficiency of the user searching for the downloaded application.
  • the application with the high conversion rate and the download amount in the application name corresponding to the non-pop word is used as the target application and displayed in the third display area, so that the user can directly download and improve the user's experience of searching and downloading the application. .
  • the mobile terminal includes corresponding hardware structures and/or software modules for performing various functions.
  • the present invention can be implemented in hardware or hardware and computers in conjunction with the elements and algorithm steps of the various examples described in the embodiments disclosed herein.
  • the combination of software is implemented. Whether a function is implemented in hardware or computer software to drive hardware depends on the specific application and design constraints of the solution. A person skilled in the art can use different methods for implementing the described functions for each particular application, but such implementation should not be considered to be beyond the scope of the present invention.
  • the embodiment of the present invention may divide the functional unit into the mobile terminal according to the foregoing method example.
  • each functional unit may be divided according to each function, or two or more functions may be integrated into one processing unit.
  • the above integrated unit can be implemented in the form of hardware or in the form of a software functional unit. It should be noted that the division of the unit in the embodiment of the present invention is schematic, and is only a logical function division, and the actual implementation may have another division manner.
  • FIG. 4 is a schematic structural diagram of a mobile terminal according to an embodiment of the present invention.
  • the mobile terminal 400 includes a receiving unit 401 and a display unit 402, where:
  • the receiving unit 401 is configured to receive a search term input by the user
  • the display unit 402 is configured to display a first preset number of application association words corresponding to the search term in the first display area, and to display a second preset number of application names corresponding to the search term in the second display area, The first display area and the second display area do not overlap each other.
  • the mobile terminal 400 may further include a processing unit 403, where:
  • the processing unit 403 is configured to: when the search term is a hot word, use, as the target application, the application with the highest download amount in the application set corresponding to the search word according to the data that is collected by the search log in the preset time period;
  • the display unit 402 is further configured to display a download interface of the target application in the third display area, where the third display area does not overlap with the first display area and the second display area.
  • the mobile terminal 400 may further include a determining unit 404, where:
  • a determining unit 404 configured to determine, according to the data that is counted in the preset time period by the search log, a first preset number of application association words that are ranked first in the search quantity set of the search term related to the search term, and used to search according to the search
  • the data that the log counts in the preset time period determines the second preset number of application names in which the search amount is ranked in the application name set related to the search term.
  • the search quantity of all the application association words in the first preset number of application association words is greater than the first preset search quantity threshold, and the search quantity of all application names in the second preset number of application names is greater than the second Preset search volume threshold;
  • the download conversion rate of all the application association words in the first preset number of application association words is greater than the first The preset conversion rate threshold, the download conversion rate of all the application names in the second preset number of application names is greater than the first preset conversion rate threshold, and the number of words of all the application names in the second preset number of application names is less than the pre-predetermined Set the number threshold.
  • the processing unit 403 is further configured to: when the search term is a non-popular word, download a conversion rate of the second preset number of application names is greater than a second preset conversion rate threshold, and the download amount is greater than a preset download amount threshold.
  • the application is displayed as a target application, and the download interface of the target application is displayed in the third display area; wherein the second preset conversion rate threshold is greater than the first preset conversion rate threshold.
  • the displaying unit 402 is further configured to: when detecting that the search cursor is located before the search word, display a popular application association word including the search term in the first display area, and display a popular application name including the search word in the second display area. , where popular app association words end with a search term and popular app names end with a search term.
  • the displaying unit 402 displays a first preset number of application association words corresponding to the search term in the first display area, and displays a second preset number of application names corresponding to the search term in the second display area. for:
  • the display unit 402 displays a first preset number of application association words corresponding to the search words in order from the largest to the smallest in the first display area, and displays the corresponding search words in the second display area according to the search quantity from large to small.
  • the second preset number of application names are displayed.
  • the mobile terminal shown in FIG. 4 is implemented, and the mobile terminal can recommend more accurate application association words and application names for the user, which is more convenient for the user to find the application that is needed by the user, thereby improving the efficiency of the user searching for the application and improving the user experience.
  • FIG. 5 is a schematic structural diagram of another mobile terminal according to an embodiment of the present invention.
  • the mobile terminal 500 includes a processor 501 and a memory 502.
  • the mobile terminal 500 can further include a bus 503.
  • the processor 501 and the memory 502 can be connected to each other through a bus 503.
  • the bus 503 can be a peripheral component.
  • the bus 503 can be divided into an address bus, a data bus, a control bus, and the like. For ease of representation, only one thick line is shown in Figure 5, but it does not mean that there is only one bus or one type of bus.
  • the mobile terminal 500 may further include an input and output device 504, and the input and output device 504. It may include a display such as a liquid crystal display.
  • the memory 502 is configured to store one or more programs including instructions
  • the processor 501 is configured to invoke an instruction stored in the memory 502 to perform the following operations:
  • Displaying, in the first display area, a first preset number of application association words corresponding to the search term, and displaying, in the second display area, a second preset number of application names corresponding to the search term, the first display area and the second display area Do not overlap each other.
  • processor 501 is further configured to:
  • the application with the highest download amount in the application set corresponding to the search word is used as the target application, and the download interface of the target application is displayed in the third display area.
  • the third display area does not overlap the first display area and the second display area.
  • the processor 501 is further configured to: determine, according to the data that is collected by the search log in the preset time period, the first preset number of application association words that are ranked by the search quantity in the application association word set related to the search term;
  • the second preset number of application names ranked first in the search amount of the application name set related to the search term are determined according to the data counted by the search log within the preset time period.
  • the search quantity of all the application association words in the first preset number of application association words is greater than the first preset search quantity threshold, and the search quantity of all application names in the second preset number of application names is greater than a second preset search amount threshold;
  • the download conversion rate of all the application association words in the first preset number of application association words is greater than the first preset conversion rate threshold, and the download conversion rate of all the application names in the second preset number of application names is greater than the first preset The conversion rate threshold, the number of words of all application names in the second preset number of application names is less than the preset number threshold.
  • processor 501 is further configured to:
  • the application that downloads the conversion rate greater than the second preset conversion rate threshold and the download amount is greater than the preset download amount threshold is used as the target application in the second preset number of application names, and is executed in the third display.
  • the area displays a step of downloading the target application; wherein the second preset conversion rate threshold is greater than the first preset conversion rate threshold.
  • processor 501 is further configured to:
  • a popular application association word containing the search term is displayed in the first display area, and a popular application name including the search term is displayed in the second display area, wherein the popular application association word ends with the search term
  • the popular app name ends with a search term.
  • the processor 501 displays a first preset number of application association words corresponding to the search term in the first display area, and displays a second preset number of application names corresponding to the search term in the second display area, specifically :
  • a second preset number of application names corresponding to the search words are sequentially displayed according to the search amount.
  • the mobile terminal shown in FIG. 5 is implemented, and the mobile terminal can recommend more accurate application association words and application names for the user, which is more convenient for the user to find the application that is needed by the user, thereby improving the efficiency of the user's search application and improving the user experience.
  • the embodiment of the present invention further provides another mobile terminal.
  • the mobile terminal can be any terminal device including a mobile phone, a tablet computer, a PDA (Personal Digital Assistant), a POS (Point of Sales), an in-vehicle computer, and the mobile terminal is used as a mobile phone as an example:
  • FIG. 6 is a block diagram showing a partial structure of a mobile phone related to a mobile terminal provided by an embodiment of the present invention.
  • the mobile phone includes: a radio frequency (RF) circuit 910, a memory 920, an input unit 930, a display unit 940, a sensor 950, an audio circuit 960, a wireless fidelity (WiFi) module 970, and a processor 980. And power supply 990 and other components.
  • RF radio frequency
  • the RF circuit 910 can be used for receiving and transmitting information.
  • RF circuit 910 includes, but is not limited to, an antenna, at least one amplifier, a transceiver, a coupler, a Low Noise Amplifier (LNA), a duplexer, and the like.
  • LNA Low Noise Amplifier
  • RF circuit 910 can also communicate with networks and other devices via wireless communication. Communication.
  • the above wireless communication may use any communication standard or protocol, including but not limited to Global System of Mobile communication (GSM), General Packet Radio Service (GPRS), Code Division Multiple Access (Code Division). Multiple Access (CDMA), Wideband Code Division Multiple Access (WCDMA), Long Term Evolution (LTE), E-mail, Short Messaging Service (SMS), and the like.
  • GSM Global System of Mobile communication
  • GPRS General Packet Radio Service
  • CDMA Code Division Multiple Access
  • WCDMA Wideband Code Division Multiple Access
  • LTE Long Term Evolution
  • E-mail Short Messaging Service
  • the memory 920 can be used to store software programs and modules, and the processor 980 executes various functional applications and data processing of the mobile phone by running software programs and modules stored in the memory 920.
  • the memory 920 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application required for at least one function, and the like; the storage data area may store data created according to usage of the mobile phone, and the like.
  • memory 920 can include high speed random access memory, and can 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 930 can be configured to receive input numeric or character information and to generate key signal inputs related to user settings and function controls of the handset.
  • the input unit 930 can include a fingerprint identification module 931 and other input devices 932.
  • the fingerprint identification module 931 can collect fingerprint data of the user.
  • the input unit 930 may also include other input devices 932.
  • other input devices 932 may include, but are not limited to, one or more of a touch screen, a physical keyboard, function keys (such as volume control buttons, switch buttons, etc.), trackballs, mice, joysticks, and the like.
  • the display unit 940 can be used to display information input by the user or information provided to the user as well as various menus of the mobile phone.
  • the display unit 940 can include a display screen 941.
  • the display screen 941 can be configured in the form of a liquid crystal display (LCD), an organic light-emitting diode (OLED), or the like.
  • Display screen 941 can display the search interface shown in Figure 2a.
  • the handset may also include at least one type of sensor 950, such as a light sensor, motion sensor, and other sensors.
  • 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 screen 941 according to the brightness of the ambient light, and the proximity sensor may turn off the display screen 941 and/or when the mobile phone moves to the ear. Or backlight.
  • the accelerometer sensor can detect the magnitude of acceleration in all directions (usually three axes), and can detect gravity when stationary.
  • the size and direction can be used to identify the gesture of the phone (such as horizontal and vertical screen switching, related games, magnetometer attitude calibration), vibration recognition related functions (such as pedometer, tap), etc.; as well as the gyroscope that can be configured on the mobile phone Other sensors such as barometers, hygrometers, thermometers, and infrared sensors are not described here.
  • the sensor 950 can also include a gyroscope 951 for measuring the instantaneous acceleration of the handset.
  • An audio circuit 960, a speaker 961, and a microphone 962 can provide an audio interface between the user and the handset.
  • the audio circuit 960 can transmit the converted electrical data of the received audio data to the speaker 961 for conversion to the sound signal by the speaker 961; on the other hand, the microphone 962 converts the collected sound signal into an electrical signal by the audio circuit 960. After receiving, it is converted into audio data, and then processed by the audio data playback processor 980, sent to the other mobile phone via the RF circuit 910, or played back to the memory 920 for further processing.
  • WiFi is a short-range wireless transmission technology
  • the mobile phone can help users to send and receive emails, browse web pages, and access streaming media through the WiFi module 970, which provides users with wireless broadband Internet access.
  • FIG. 6 shows the WiFi module 970, it can be understood that it does not belong to the essential configuration of the mobile phone, and may be omitted as needed within the scope of not changing the essence of the invention.
  • the processor 980 is the control center of the handset, which connects various portions of the entire handset using various interfaces and lines, by executing or executing software programs and/or modules stored in the memory 920, and invoking data stored in the memory 920, executing The phone's various functions and processing data, so that the overall monitoring of the phone.
  • the processor 980 may include one or more processing units; preferably, the processor 980 may integrate an application processor and a modem processor, where the application processor mainly processes an operating system, a user interface, an application, and the like.
  • the modem processor primarily handles wireless communications. It will be appreciated that the above described modem processor may also not be integrated into the processor 980.
  • the handset also includes a power source 990 (such as a battery) that supplies power to the various components.
  • a power source 990 such as a battery
  • the power source can be logically coupled to the processor 980 through a power management system to manage functions such as charging, discharging, and power management through the power management system.
  • the handset can also include a camera 9100 for capturing images and video and transmitting the captured images and video to processor 980 for processing.
  • the mobile phone can also be a Bluetooth module, etc., and will not be described here.
  • the method flow of each step may be based on the structure of the mobile phone. achieve.
  • the embodiment of the present invention further provides a computer storage medium, wherein the computer storage medium stores a computer program for electronic data exchange, the computer program causing the computer to execute any one of the associative word recommendation methods as described in the foregoing method embodiments. Some or all of the steps.
  • Embodiments of the present invention also provide a computer program product comprising a non-transitory computer readable storage medium storing a computer program, the computer program being operative to cause a computer to perform the operations as recited in the above method embodiments Some or all of the steps in any of the associative word recommendation methods.
  • the disclosed apparatus may be implemented in other ways.
  • the device embodiments described above are merely illustrative.
  • the division of the unit is only a logical function division.
  • there may be another division manner for example, multiple units or components may be combined or may be Integrate into another system, or some features can be ignored or not executed.
  • the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, device or unit, and may be electrical or otherwise.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.
  • each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
  • the above integrated unit can be implemented in the form of hardware or a software functional unit. Formal realization.
  • the integrated unit if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable memory. Based on such understanding, the technical solution of the present invention may contribute to the prior art or all or part of the technical solution may be embodied in the form of a software product stored in a memory. A number of instructions are included to cause a computer device (which may be a personal computer, server or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention.
  • the foregoing memory includes: a U disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk, and the like, which can store program codes.
  • ROM Read-Only Memory
  • RAM Random Access Memory

Abstract

一种联想词推荐方法、移动终端以及计算机可读存储介质，该方法包括：移动终端接收用户输入的搜索词（101）；在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称，第一显示区域与第二显示区域互不交叠（102）。该方法可以在搜索应用时提高应用搜索效率。

Description

联想词推荐方法、移动终端以及计算机可读存储介质 技术领域
本发明涉及移动终端技术领域，具体涉及一种联想词推荐方法、移动终端以及计算机可读存储介质。
背景技术
随着手机、平板电脑等移动终端的普及，现代生活人们基本上已是人手一台手机。用户可以在手机内的软件商店或者应用商店等应用下载平台上下载各类应用。在应用下载平台上，一般会显示搜索框，用户在搜索框内输入应用的名称，即可搜索到与该应用的名称对应的应用。为了提高用户搜索应用的效率，当用户输入一个字或者一个词时，就推荐与该字或者词对应的联想词，以便用户快速从推荐的联想词中找到自己需要的联想词进行搜索。然而，目前的联想词推荐方法推荐的联想词的关联度往往较低，导致应用搜索效率较低。
发明内容
本发明实施例提供了一种联想词推荐方法、移动终端以及计算机可读存储介质，可以在搜索应用时提高应用搜索效率。
本发明实施例第一方面提供联想词推荐方法，包括：
接收用户输入的搜索词；
在第一显示区域展示与所述搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与所述搜索词对应的第二预设数量的应用名称，所述第一显示区域与所述第二显示区域互不交叠。
本发明实施例第二方面提供一种移动终端，包括接收单元和展示单元，其中：
所述接收单元，用于接收用户输入的搜索词；
所述展示单元，用于在第一显示区域展示与所述搜索词对应的第一预设数量的应用联想词，以及用于在第二显示区域展示与所述搜索词对应的第二预设数量的应用名称，所述第一显示区域与所述第二显示区域互不交叠。
本发明实施例第三方面提供一种移动终端，包括处理器以及存储器，所述存储器用于存储一个或多个程序，所述一个或多个程序被配置成由所述处理器执行，所述程序包括用于执行如本发明实施例第一方面任一方法中所描述的部分或全部步骤。
本发明实施例第四方面提供一种计算机可读存储介质，所述计算机可读存储介质用于存储电子数据交换的计算机程序，其中，所述计算机程序使得计算机执行如本发明实施例第一方面任一方法中所描述的部分或全部步骤。
本发明实施例第五方面提供一种计算机程序产品，所述计算机程序产品包括存储了计算机程序的非瞬时性计算机可读存储介质，所述计算机程序可操作来使计算机执行如本发明实施例第一方面任一方法中所描述的部分或全部步骤。
本发明实施例中，可以在移动终端搜索应用时，展示与搜索词对应的应用联想词与应用名称，应用联想词为与应用相关的但不是应用名称的词。本发明实施例在联想词推荐时，仅推荐与应用相关的联想词和应用名称，可以提高推荐的联想词的关联度，提高应用搜索效率。
附图说明
为了更清楚地说明本发明实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图仅仅是本发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。
图1是本发明实施例公开的一种联想词推荐方法的流程示意图；
图2a是本发明实施例公开的一种搜索界面示意图；
图2b是本发明实施例公开的另一种搜索界面示意图；
图3是本发明实施例公开的另一种联想词推荐方法的流程示意图；
图4是本发明实施例公开的一种移动终端的结构示意图；
图5是本发明实施例公开的另一种移动终端的结构示意图；
图6是本发明实施例公开的又一种移动终端的结构示意图。
具体实施方式
为了使本技术领域的人员更好地理解本发明方案，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例仅仅是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。
本发明的说明书和权利要求书及上述附图中的术语“第一”、“第二”等是用于区别不同对象，而不是用于描述特定顺序。此外，术语“包括”和“具有”以及它们任何变形，意图在于覆盖不排他的包含。例如包含了一系列步骤或单元的过程、方法、系统、产品或设备没有限定于已列出的步骤或单元，而是可选地还包括没有列出的步骤或单元，或可选地还包括对于这些过程、方法、产品或设备固有的其他步骤或单元。
在本文中提及“实施例”意味着，结合实施例描述的特定特征、结构或特性可以包含在本发明的至少一个实施例中。在说明书中的各个位置出现该短语并不一定均是指相同的实施例，也不是与其它实施例互斥的独立的或备选的实施例。本领域技术人员显式地和隐式地理解的是，本文所描述的实施例可以与其它实施例相结合。
本发明实施例所涉及到的移动终端可以包括各种具有无线通信功能的手持设备、车载设备、可穿戴设备、计算设备或连接到无线调制解调器的其他处理设备，以及各种形式的用户设备(User Equipment，UE)，移动台(Mobile Station，MS)，终端设备(terminal device)等等。为方便描述，上面提到的设备统称为移动终端。
下面对本发明实施例进行详细介绍。
请参阅图1，图1是本发明实施例公开的一种联想词推荐方法的流程示意图，如图1所示，该联想词推荐方法包括如下步骤。
101，移动终端接收用户输入的搜索词。
本发明实施例可以应用于软件商店或者应用商店等应用下载平台中。可以用于用户在移动终端上搜索并下载应用的场景。具体的，移动终端以手机为例，应用下载平台以软件商店为例，举例来说，用户打开手机中的软件商店，在软 件商店的搜索框中输入搜索词。搜索词可以是中文、英文、韩文或者是其他手机可以识别的语言文字。搜索词可以是缩写词，例如“欢斗”、“WX”等；搜索词也可以是一个字或者一个单词，例如，“购”、“style”等；搜索词也可以是某一个应用的其中一个词，例如，“王者”、“支付”等。
102，移动终端在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称，第一显示区域与第二显示区域互不交叠。
本发明实施例中，第一显示区域与第二显示区域可以位于搜索显示界面。第一预设数量与第二预设数量之和可以为定值，例如，第一预设数量与第二预设数量之和等于9或10，可以设置第一预设数量为3，第二预设数量为6或7。
其中，应用联想词为与应用相关的但不是应用名称的词。同时，应用联想词并不是普通的词语的组合，举例来说，以图2a为例，图2a是本发明实施例公开的一种搜索界面示意图。当用户输入搜索词“购”，则对应的应用联想词可以为“购物”、“购车”、“购房”等，对应的应用名称为“XX易购”、“XX购物”、“XX速购”、“XXX包邮购”、“购物XX”、“XX海购”、“XX团购”等。与搜索词“购”联系更紧密的“购置”、“购买”等并非与应用相关的搜索热词，故本申请并不会将这些词作为应用联想词。如图2a所示，用户可以点击应用联想词进入对应的应用下载界面。例如，用户点击“购物”，则可以显示与购物相关的应用软件，例如“XX会”、“XX东”、“XX宝”、“XX猫”、“XX优品”、“XX巴巴”、“XX街”、“XX多多”等等，并且在点击搜索词“购物”之后，可以在显示界面上显示与购物相关的应用的名称以及应用图标，还可以显示下载控件与下载量，方便用户点击下载控件直接对选中的应用进行下载。这里的下载量可以是过去一段时间内的下载量(例如，过去一周的下载量)，用户可以根据应用在过去一段时间内的下载量来直接判断该应用是否为自己需要的热门应用。
可选的，在执行步骤102之后，还可以执行如下步骤(11)。
(11)，若检测到搜索光标位于搜索词之前时，移动终端在第一显示区域展示包含搜索词的热门应用联想词，在第二显示区域展示包含搜索词的热门应用名称，其中，热门应用联想词以搜索词结尾，热门应用名称以搜索词结尾。
本发明实施例中，一般情况下，用户输入搜索词后，搜索光标一般位于搜索词之后，如图2a所示。当用户点击搜索输入框，将搜索光标移动至搜索词之前时，表明用户需要输入的应用名称包含该搜索词，且该搜索词位于用户需要输入的应用的后面，此时，移动终端重新为用户推荐新的热门应用联想词与新的热门应用名称，可以为用户推荐更加精准的应用联想词与应用名称，更加方便用户找到自己需要的应用。举例来说，请参阅图2b，图2b是本发明实施例公开的另一种搜索界面示意图，可以结合图2a进行说明，图2a中的搜索光标位于搜索词之后，展示的应用联想词与应用名称仅仅包含该搜索词。而图2b中，当搜索光标位于搜索词之前，移动终端在第一显示区域展示以搜索词结尾的热门应用联想词，在第二显示区域展示以搜索词结尾的热门应用名称。如图2b所示，用户输入搜索词“购”之后，当搜索光标位于搜索词之前时，移动终端在第一显示区域展示“乐购”、“易购”、“团购”这三个热门应用联想词，在第二显示区域展示“XX易购”、“XX购物”、“XX速购”、“XXX包邮购”、“爱X购”、“XX海购”、“XX团购”这七个热门应用名称。
可选的，步骤102可以包括如下步骤：
移动终端在第一显示区域按照搜索量从大到小依次展示与搜索词对应的第一预设数量的应用联想词；
移动终端在第二显示区域按照搜索量从大到小依次展示与搜索词对应的第二预设数量的应用名称。
其中，以图2a为例，如果搜索日志中统计的与“购”对应的应用联想词中“购物”、“购车”、“购房”的历史搜索量排名前三，则可以将“购物”、“购车”、“购房”作为“购”对应的第一预设数量的应用联想词。如果搜索词中统计的与“购”对应的应用名称中“XX易购”、“XX购物”、“XX速购”、“XXX包邮购”、“购物XX”、“XX海购”、“XX团购”的历史搜索量排名前七，则将“XX易购”、“XX购物”、“XX速购”、“XXX包邮购”、“购物XX”、“XX海购”、“XX团购”作为“购”对应的第二预设数量的应用名称。本发明实施例将搜索量排名靠前的应用联想词和应用名称放在前面展示，方便用户更快的找到热门应用联想词和热门应用名称，进一步提升用户搜索应用的效率。
实施本发明实施例，可以为用户推荐更加精准的应用联想词与应用名称， 更加方便用户找到自己需要的应用，从而提升用户搜索应用的效率，提升用户体验。
实施图1所示的方法，在联想词推荐时，仅推荐与应用相关的联想词和应用名称，可以提高推荐的联想词的关联度，提高应用搜索效率。
请参阅图3，图3是本发明实施例公开的另一种联想词推荐方法的流程示意图，如图3所示，该联想词推荐方法包括如下步骤。
301，移动终端接收用户输入的搜索词。
302，移动终端判断该搜索词是否为热门词。若是，则执行步骤303，若否，则执行步骤304。
本发明实施例中，移动终端可以通过搜索日志来判断搜索词是否为热门词。搜索日志可以统计在一段时间内(例如，过去一星期内、或过去一个月内、或过去一年内)该搜索词被点击搜索的次数。如果该搜索词在过去一段时间内在应用下载平台的搜索框中被点击搜索的次数达到预设次数(例如，预设次数可以设置为1万次)，则确定该搜索词为热门词。
303，移动终端根据搜索日志在预设时间段内统计的数据将搜索词对应的应用集合中下载量最高的应用作为目标应用，并在第三显示区域展示目标应用的下载界面，在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称，第一显示区域与第二显示区域互不交叠，第三显示区域与第一显示区域、第二显示区域互不交叠。
本发明实施例中，目标应用的下载界面可以包含目标应用的名称、目标应用的图标以及目标应用的下载次数、目标应用的下载控件。在第三显示区域展示目标应用的下载界面，可以方便用户直接在搜索界面中点击目标应用的下载界面中的下载控件对该目标应用进行下载，从而提高用户搜索并下载应用的效率。
如果搜索词为热门词，表明该搜索词对应的应用集合中包含热门应用，移动终端将该搜索词对应的应用集合中下载量最高的应用作为目标应用，并在第三显示区域展示目标应用的下载界面，方便用户直接对该目标应用进行下载， 提升用户体验。举例来说，如果用户输入搜索词“微”，则在第三显示区域展示目标应用“微信”，在第一显示区域展示“微店”、“微微”等热门应用联想词，在第二显示区域展示“微博”、“微信分身”、“微云”等热门应用名称。其中，第三显示区域可以位于搜索界面最显眼的区域，便于用户查找目标应用并下载。
可选的，在执行步骤303之前，还可以执行如下步骤(21)和步骤(22)。
(21)，移动终端根据搜索日志在预设时间段内统计的数据确定与搜索词相关的应用联想词集合中搜索量排名靠前的第一预设数量的应用联想词；
(21)，移动终端根据搜索日志在预设时间段内统计的数据确定与搜索词相关的应用名称集合中搜索量排名靠前的第二预设数量的应用名称。
本发明实施例中，搜索日志在预设时间段内统计的数据包括在一段时间内(例如，过去一星期内、或过去一个月内、或过去一年内)使用该应用下载平台的用户输入的所有搜索词被点击搜索的次数。第一预设数量与第二预设数量均可设置为小于10，例如，设置第一预设数量为4，第二预设数量为5。本发明实施例中根据搜索词推荐的第一预设数量的应用联想词都是搜索日志中统计的与该搜索词相关联的且较为热门的联想词，便于用户搜索热门应用，本发明实施例中根据搜索词推荐的第二预设数量的应用名称都是搜索日志中统计的与该搜索词相关联的且较为热门的应用名称，便于用户直接在应用名称中找到需要的热门应用。
可选的，第一预设数量的应用联想词中的所有应用联想词的搜索量均大于第一预设搜索量阈值，第二预设数量的应用名称中的所有应用名称的搜索量均大于第二预设搜索量阈值；
第一预设数量的应用联想词中的所有应用联想词的下载转化率大于第一预设转化率阈值，第二预设数量的应用名称中的所有应用名称的下载转化率大于第一预设转化率阈值，第二预设数量的应用名称中的所有应用名称的字数均小于预设数量阈值。
其中，应用名称的下载转化率等于该应用名称的下载量/该应用名称的搜索量。举例来说，第一预设搜索量阈值可以设置为200，第一预设转化率阈值可以设置为30％，预设数据量阈值可以设置为7个字。
304，移动终端将第二预设数量的应用名称中下载转化率大于第二预设转化率阈值、下载量大于预设下载量阈值的应用作为目标应用，在第三显示区域展示目标应用的下载界面，在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称，其中，第二预设转化率阈值大于第一预设转换率阈值。
本发明实施例中，如果搜索词为非热门词，但是该非热门词对应的第二预设数量的应用名称中存在下载转化率大于第二预设转化率阈值、且下载量大于预设下载量阈值的目标应用，则同样在第三显示区域展示目标应用的下载界面，便于用户在搜索界面直接下载目标应用，提升用户体验。
其中，应用名称的下载转化率等于该应用名称的下载量/该应用名称的搜索量。一般而言，下载转化率越高，表明该应用名称对应的应用为用户需要的热门应用。本发明实施例中的第二预设转化率阈值可以设置为90％。预设下载量阈值可以设置为100万。举例来说，如果用户输入搜索词“威”，则可以在第三显示区域展示目标应用—微信，在第一显示区域展示“威海”、“威尼斯”、“威客”等应用联想词，在第二显示区域展示“威海XX”“微博”、“微信分身”、“微云”等应用名称。
对于非热门词，很有可能是用户输入笔误导致的，本发明实施例可以将该非热门词对应的应用名称中下载转换率与下载量都很高的应用作为目标应用并在第三显示区域展示出来，便于用户直接下载，提升用户搜索下载应用的体验。
实施图3所示的方法，对于热门词，直接将该热门词对应的热门应用展示出来，便于用户直接下载，提高用户搜索下载应用的效率。对于非热门词，将该非热门词对应的应用名称中下载转换率与下载量都很高的应用作为目标应用并在第三显示区域展示出来，便于用户直接下载，提升用户搜索下载应用的体验。
上述主要从方法侧执行过程的角度对本发明实施例的方案进行了介绍。可以理解的是，移动终端为了实现上述功能，其包含了执行各个功能相应的硬件结构和/或软件模块。本领域技术人员应该很容易意识到，结合本文中所公开的实施例描述的各示例的单元及算法步骤，本发明能够以硬件或硬件和计算机 软件的结合形式来实现。某个功能究竟以硬件还是计算机软件驱动硬件的方式来执行，取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用使用不同方法来实现所描述的功能，但是这种实现不应认为超出本发明的范围。
本发明实施例可以根据上述方法示例对移动终端进行功能单元的划分，例如，可以对应各个功能划分各个功能单元，也可以将两个或两个以上的功能集成在一个处理单元中。上述集成的单元既可以采用硬件的形式实现，也可以采用软件功能单元的形式实现。需要说明的是，本发明实施例中对单元的划分是示意性的，仅仅为一种逻辑功能划分，实际实现时可以有另外的划分方式。
请参阅图4，图4是本发明实施例公开的一种移动终端的结构示意图。如图4所示，该移动终端400包括接收单元401和展示单元402，其中：
接收单元401，用于接收用户输入的搜索词；
展示单元402，用于在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，以及用于在第二显示区域展示与搜索词对应的第二预设数量的应用名称，第一显示区域与第二显示区域互不交叠。
可选的，如图4所示，该移动终端400还可以包括处理单元403，其中：
处理单元403，用于当搜索词为热门词时，根据搜索日志在预设时间段内统计的数据将搜索词对应的应用集合中下载量最高的应用作为目标应用；
展示单元402，还用于在第三显示区域展示目标应用的下载界面，第三显示区域与第一显示区域、第二显示区域互不交叠。
可选的，如图4所示，该移动终端400还可以包括确定单元404，其中：
确定单元404，用于根据搜索日志在预设时间段内统计的数据确定与搜索词相关的应用联想词集合中搜索量排名靠前的第一预设数量的应用联想词，以及用于根据搜索日志在预设时间段内统计的数据确定与搜索词相关的应用名称集合中搜索量排名靠前的第二预设数量的应用名称。
其中，第一预设数量的应用联想词中的所有应用联想词的搜索量均大于第一预设搜索量阈值，第二预设数量的应用名称中的所有应用名称的搜索量均大于第二预设搜索量阈值；
第一预设数量的应用联想词中的所有应用联想词的下载转化率大于第一 预设转化率阈值，第二预设数量的应用名称中的所有应用名称的下载转化率大于第一预设转化率阈值，第二预设数量的应用名称中的所有应用名称的字数均小于预设数量阈值。
可选的，处理单元403，还用于当搜索词为非热门词时，将第二预设数量的应用名称中下载转化率大于第二预设转化率阈值、下载量大于预设下载量阈值的应用作为目标应用，在第三显示区域展示目标应用的下载界面；其中，第二预设转化率阈值大于第一预设转换率阈值。
可选的，展示单元402，还用于当检测到搜索光标位于搜索词之前时，在第一显示区域展示包含搜索词的热门应用联想词，在第二显示区域展示包含搜索词的热门应用名称，其中，热门应用联想词以搜索词结尾，热门应用名称以搜索词结尾。
可选的，展示单元402在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称的方式具体为：
展示单元402在第一显示区域按照搜索量从大到小依次展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域按照搜索量从大到小依次展示与搜索词对应的第二预设数量的应用名称。
实施图4所示的移动终端，移动终端可以为用户推荐更加精准的应用联想词与应用名称，更加方便用户找到自己需要的应用，从而提升用户搜索应用的效率，提升用户体验。
请参阅图5，图5是本发明实施例公开的另一种移动终端的结构示意图。如图5所示，该移动终端500包括处理器501和存储器502，其中，移动终端500还可以包括总线503，处理器501和存储器502可以通过总线503相互连接，总线503可以是外设部件互连标准(Peripheral Component Interconnect，简称PCI)总线或扩展工业标准结构(Extended Industry Standard Architecture，简称EISA)总线等。总线503可以分为地址总线、数据总线、控制总线等。为便于表示，图5中仅用一条粗线表示，但并不表示仅有一根总线或一种类型的总线。其中，移动终端500还可以包括输入输出设备504，输入输出设备504 可以包括显示屏，例如液晶显示屏。
存储器502用于存储包含指令的一个或多个程序；
处理器501用于调用存储在存储器502中的指令执行如下操作：
接收用户输入的搜索词；
在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称，第一显示区域与第二显示区域互不交叠。
可选的，处理器501还用于：
当搜索词为热门词时，根据搜索日志在预设时间段内统计的数据将搜索词对应的应用集合中下载量最高的应用作为目标应用，并在第三显示区域展示目标应用的下载界面，第三显示区域与第一显示区域、第二显示区域互不交叠。
可选的，处理器501还用于：根据搜索日志在预设时间段内统计的数据确定与搜索词相关的应用联想词集合中搜索量排名靠前的第一预设数量的应用联想词；
根据搜索日志在预设时间段内统计的数据确定与搜索词相关的应用名称集合中搜索量排名靠前的第二预设数量的应用名称。
可选的，第一预设数量的应用联想词中的所有应用联想词的搜索量均大于第一预设搜索量阈值，第二预设数量的应用名称中的所有应用名称的搜索量均大于第二预设搜索量阈值；
第一预设数量的应用联想词中的所有应用联想词的下载转化率大于第一预设转化率阈值，第二预设数量的应用名称中的所有应用名称的下载转化率大于第一预设转化率阈值，第二预设数量的应用名称中的所有应用名称的字数均小于预设数量阈值。
可选的，处理器501还用于：
当搜索词为非热门词时，将第二预设数量的应用名称中下载转化率大于第二预设转化率阈值、下载量大于预设下载量阈值的应用作为目标应用，执行在第三显示区域展示目标应用的下载界面的步骤；其中，第二预设转化率阈值大于第一预设转换率阈值。
可选的，处理器501还用于：
当检测到搜索光标位于搜索词之前时，在第一显示区域展示包含搜索词的热门应用联想词，在第二显示区域展示包含搜索词的热门应用名称，其中，热门应用联想词以搜索词结尾，热门应用名称以搜索词结尾。
可选的，处理器501在第一显示区域展示与搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与搜索词对应的第二预设数量的应用名称，具体为：
在第一显示区域按照搜索量从大到小依次展示与搜索词对应的第一预设数量的应用联想词；
在第二显示区域按照搜索量从大到小依次展示与搜索词对应的第二预设数量的应用名称。
实施图5所示的移动终端，移动终端可以为用户推荐更加精准的应用联想词与应用名称，更加方便用户找到自己需要的应用，从而提升用户搜索应用的效率，提升用户体验。
本发明实施例还提供了另一种移动终端，如图6所示，为了便于说明，仅示出了与本发明实施例相关的部分，具体技术细节未揭示的，请参照本发明实施例方法部分。该移动终端可以为包括手机、平板电脑、PDA(Personal Digital Assistant，个人数字助理)、POS(Point of Sales，销售终端)、车载电脑等任意终端设备，以移动终端为手机为例：
图6示出的是与本发明实施例提供的移动终端相关的手机的部分结构的框图。参考图6，手机包括：射频(Radio Frequency，RF)电路910、存储器920、输入单元930、显示单元940、传感器950、音频电路960、无线保真(Wireless Fidelity，WiFi)模块970、处理器980、以及电源990等部件。本领域技术人员可以理解，图6中示出的手机结构并不构成对手机的限定，可以包括比图示更多或更少的部件，或者组合某些部件，或者不同的部件布置。
下面结合图6对手机的各个构成部件进行具体的介绍：
RF电路910可用于信息的接收和发送。通常，RF电路910包括但不限于天线、至少一个放大器、收发信机、耦合器、低噪声放大器(Low Noise Amplifier，LNA)、双工器等。此外，RF电路910还可以通过无线通信与网络和其他设备 通信。上述无线通信可以使用任一通信标准或协议，包括但不限于全球移动通讯系统(Global System of Mobile communication，GSM)、通用分组无线服务(General Packet Radio Service，GPRS)、码分多址(Code Division Multiple Access，CDMA)、宽带码分多址(Wideband Code Division Multiple Access,WCDMA)、长期演进(Long Term Evolution，LTE)、电子邮件、短消息服务(Short Messaging Service，SMS)等。
存储器920可用于存储软件程序以及模块，处理器980通过运行存储在存储器920的软件程序以及模块，从而执行手机的各种功能应用以及数据处理。存储器920可主要包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需的应用程序等；存储数据区可存储根据手机的使用所创建的数据等。此外，存储器920可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、或其他易失性固态存储器件。
输入单元930可用于接收输入的数字或字符信息，以及产生与手机的用户设置以及功能控制有关的键信号输入。具体地，输入单元930可包括指纹识别模组931以及其他输入设备932。指纹识别模组931，可采集用户在其上的指纹数据。除了指纹识别模组931，输入单元930还可以包括其他输入设备932。具体地，其他输入设备932可以包括但不限于触控屏、物理键盘、功能键(比如音量控制按键、开关按键等)、轨迹球、鼠标、操作杆等中的一种或多种。
显示单元940可用于显示由用户输入的信息或提供给用户的信息以及手机的各种菜单。显示单元940可包括显示屏941，可选的，可以采用液晶显示器(Liquid Crystal Display，LCD)、有机发光二极管(Organic Light-Emitting Diode,OLED)等形式来配置显示屏941。显示屏941可以显示图2a所示的搜索界面。
手机还可包括至少一种传感器950，比如光传感器、运动传感器以及其他传感器。具体地，光传感器可包括环境光传感器及接近传感器，其中，环境光传感器可根据环境光线的明暗来调节显示屏941的亮度，接近传感器可在手机移动到耳边时，关闭显示屏941和/或背光。作为运动传感器的一种，加速计传感器可检测各个方向上(一般为三轴)加速度的大小，静止时可检测出重力 的大小及方向，可用于识别手机姿态的应用(比如横竖屏切换、相关游戏、磁力计姿态校准)、振动识别相关功能(比如计步器、敲击)等；至于手机还可配置的陀螺仪、气压计、湿度计、温度计、红外线传感器等其他传感器，在此不再赘述。传感器950还可以包括陀螺仪951，陀螺仪951用于测量手机的瞬时加速度大小。
音频电路960、扬声器961，传声器962可提供用户与手机之间的音频接口。音频电路960可将接收到的音频数据转换后的电信号，传输到扬声器961，由扬声器961转换为声音信号播放；另一方面，传声器962将收集的声音信号转换为电信号，由音频电路960接收后转换为音频数据，再将音频数据播放处理器980处理后，经RF电路910以发送给比如另一手机，或者将音频数据播放至存储器920以便进一步处理。
WiFi属于短距离无线传输技术，手机通过WiFi模块970可以帮助用户收发电子邮件、浏览网页和访问流式媒体等，它为用户提供了无线的宽带互联网访问。虽然图6示出了WiFi模块970，但是可以理解的是，其并不属于手机的必须构成，完全可以根据需要在不改变发明的本质的范围内而省略。
处理器980是手机的控制中心，利用各种接口和线路连接整个手机的各个部分，通过运行或执行存储在存储器920内的软件程序和/或模块，以及调用存储在存储器920内的数据，执行手机的各种功能和处理数据，从而对手机进行整体监控。可选的，处理器980可包括一个或多个处理单元；优选的，处理器980可集成应用处理器和调制解调处理器，其中，应用处理器主要处理操作系统、用户界面和应用程序等，调制解调处理器主要处理无线通信。可以理解的是，上述调制解调处理器也可以不集成到处理器980中。
手机还包括给各个部件供电的电源990(比如电池)，优选的，电源可以通过电源管理系统与处理器980逻辑相连，从而通过电源管理系统实现管理充电、放电、以及功耗管理等功能。
手机还可以包括摄像头9100，摄像头9100用于拍摄图像与视频，并将拍摄的图像和视频传输到处理器980进行处理。
手机还可以蓝牙模块等，在此不再赘述。
前述图1～图3所示的实施例中，各步骤方法流程可以基于该手机的结构 实现。
本发明实施例还提供一种计算机存储介质，其中，该计算机存储介质存储用于电子数据交换的计算机程序，该计算机程序使得计算机执行如上述方法实施例中记载的任何一种联想词推荐方法的部分或全部步骤。
本发明实施例还提供一种计算机程序产品，所述计算机程序产品包括存储了计算机程序的非瞬时性计算机可读存储介质，所述计算机程序可操作来使计算机执行如上述方法实施例中记载的任何一种联想词推荐方法的部分或全部步骤。
需要说明的是，对于前述的各方法实施例，为了简单描述，故将其都表述为一系列的动作组合，但是本领域技术人员应该知悉，本发明并不受所描述的动作顺序的限制，因为依据本发明，某些步骤可以采用其他顺序或者同时进行。其次，本领域技术人员也应该知悉，说明书中所描述的实施例均属于优选实施例，所涉及的动作和模块并不一定是本发明所必须的。
在上述实施例中，对各个实施例的描述都各有侧重，某个实施例中没有详述的部分，可以参见其他实施例的相关描述。
在本申请所提供的几个实施例中，应该理解到，所揭露的装置，可通过其它的方式实现。例如，以上所描述的装置实施例仅仅是示意性的，例如所述单元的划分，仅仅为一种逻辑功能划分，实际实现时可以有另外的划分方式，例如多个单元或组件可以结合或者可以集成到另一个系统，或一些特征可以忽略，或不执行。另一点，所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口，装置或单元的间接耦合或通信连接，可以是电性或其它的形式。
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的，作为单元显示的部件可以是或者也可以不是物理单元，即可以位于一个地方，或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。
另外，在本发明各个实施例中的各功能单元可以集成在一个处理单元中，也可以是各个单元单独物理存在，也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现，也可以采用软件功能单元的 形式实现。
所述集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时，可以存储在一个计算机可读取存储器中。基于这样的理解，本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的全部或部分可以以软件产品的形式体现出来，该计算机软件产品存储在一个存储器中，包括若干指令用以使得一台计算机设备(可为个人计算机、服务器或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储器包括：U盘、只读存储器(ROM，Read-Only Memory)、随机存取存储器(RAM，Random Access Memory)、移动硬盘、磁碟或者光盘等各种可以存储程序代码的介质。
本领域普通技术人员可以理解上述实施例的各种方法中的全部或部分步骤是可以通过程序来指令相关的硬件来完成，该程序可以存储于一计算机可读存储器中，存储器可以包括：闪存盘、只读存储器(英文：Read-Only Memory，简称：ROM)、随机存取器(英文：Random Access Memory，简称：RAM)、磁盘或光盘等。
以上对本发明实施例进行了详细介绍，本文中应用了具体个例对本发明的原理及实施方式进行了阐述，以上实施例的说明只是用于帮助理解本发明的方法及其核心思想；同时，对于本领域的一般技术人员，依据本发明的思想，在具体实施方式及应用范围上均会有改变之处，综上所述，本说明书内容不应理解为对本发明的限制。

Claims (12)

  1. 一种联想词推荐方法，其特征在于，包括：
    接收用户输入的搜索词；
    在第一显示区域展示与所述搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与所述搜索词对应的第二预设数量的应用名称，所述第一显示区域与所述第二显示区域互不交叠。
  2. 根据权利要求1所述的方法，其特征在于，所述接收用户输入的搜索词之后，所述方法还包括：
    若所述搜索词为热门词，根据搜索日志在预设时间段内统计的数据将所述搜索词对应的应用集合中下载量最高的应用作为目标应用，并在第三显示区域展示所述目标应用的下载界面，所述第三显示区域与所述第一显示区域、所述第二显示区域互不交叠。
  3. 根据权利要求2所述的方法，其特征在于，所述在第一显示区域展示与所述搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与所述搜索词对应的第二预设数量的应用名称之前，所述方法还包括：
    根据所述搜索日志在所述预设时间段内统计的数据确定与所述搜索词相关的应用联想词集合中搜索量排名靠前的所述第一预设数量的应用联想词；
    根据所述搜索日志在所述预设时间段内统计的数据确定与所述搜索词相关的应用名称集合中搜索量排名靠前的所述第二预设数量的应用名称。
  4. 根据权利要求3所述的方法，其特征在于，
    所述第一预设数量的应用联想词中的所有应用联想词的搜索量均大于第一预设搜索量阈值，所述第二预设数量的应用名称中的所有应用名称的搜索量均大于第二预设搜索量阈值；
    所述第一预设数量的应用联想词中的所有应用联想词的下载转化率大于第一预设转化率阈值，所述第二预设数量的应用名称中的所有应用名称的下载 转化率大于所述第一预设转化率阈值，所述第二预设数量的应用名称中的所有应用名称的字数均小于预设数量阈值。
  5. 根据权利要求4所述的方法，其特征在于，所述接收用户输入的搜索词之后，所述方法还包括：
    若所述搜索词为非热门词，将所述第二预设数量的应用名称中下载转化率大于第二预设转化率阈值、下载量大于预设下载量阈值的应用作为所述目标应用，执行所述在第三显示区域展示所述目标应用的下载界面的步骤；其中，所述第二预设转化率阈值大于所述第一预设转换率阈值。
  6. 根据权利要求1-5任一项所述的方法，其特征在于，所述在第一显示区域展示与所述搜索词对应的第一预设数量的应用联想词，在第二显示区域展示与所述搜索词对应的第二预设数量的应用名称之后，所述方法包括：
    若检测到搜索光标位于所述搜索词之前时，在所述第一显示区域展示包含所述搜索词的热门应用联想词，在所述第二显示区域展示包含所述搜索词的热门应用名称，其中，所述热门应用联想词以所述搜索词结尾，所述热门应用名称以所述搜索词结尾。
  7. 一种移动终端，其特征在于，包括接收单元和展示单元，其中：
    所述接收单元，用于接收用户输入的搜索词；
    所述展示单元，用于在第一显示区域展示与所述搜索词对应的第一预设数量的应用联想词，以及用于在第二显示区域展示与所述搜索词对应的第二预设数量的应用名称，所述第一显示区域与所述第二显示区域互不交叠。
  8. 根据权利要求7所述的移动终端，其特征在于，所述移动终端还包括：
    处理单元，用于当所述搜索词为热门词时，根据搜索日志在预设时间段内统计的数据将所述搜索词对应的应用集合中下载量最高的应用作为目标应用；
    所述展示单元，还用于在第三显示区域展示所述目标应用的下载界面，所述第三显示区域与所述第一显示区域、所述第二显示区域互不交叠。
  9. 根据权利要求8所述的移动终端，其特征在于，所述移动终端还包括：
    确定单元，用于根据所述搜索日志在所述预设时间段内统计的数据确定与所述搜索词相关的应用联想词集合中搜索量排名靠前的所述第一预设数量的应用联想词，以及用于根据所述搜索日志在所述预设时间段内统计的数据确定与所述搜索词相关的应用名称集合中搜索量排名靠前的所述第二预设数量的应用名称。
  10. 根据权利要求9所述的移动终端，其特征在于，
    所述第一预设数量的应用联想词中的所有应用联想词的搜索量均大于第一预设搜索量阈值，所述第二预设数量的应用名称中的所有应用名称的搜索量均大于第二预设搜索量阈值；
    所述第一预设数量的应用联想词中的所有应用联想词的下载转化率大于第一预设转化率阈值，所述第二预设数量的应用名称中的所有应用名称的下载转化率大于所述第一预设转化率阈值，所述第二预设数量的应用名称中的所有应用名称的字数均小于预设数量阈值。
  11. 一种移动终端，其特征在于，包括处理器以及存储器，所述存储器用于存储一个或多个程序，所述一个或多个程序被配置成由所述处理器执行，所述程序包括用于执行如权利要求1-6任一项所述的方法。
  12. 一种计算机可读存储介质，其特征在于，所述计算机可读存储介质用于存储电子数据交换的计算机程序，其中，所述计算机程序使得计算机执行如权利要求1-6任一项所述的方法。
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