WO2018023680A1 - Data acquisition method for time-based content recommendation technology and recommendation system - Google Patents

Abstract

The present invention relates to the field of Internet, and provides a data acquisition method for a time-based content recommendation technology and a recommendation system. The method comprises: recording preset tags related to playback content; checking listening records of a user within a specific time period; collecting statistics about tags corresponding to the playback content in the listening records of the user; counting the number of occurrences of related tags; and pushing, when the user listens to a radio within the specific time period, to the user content that has a tag having the maximum number of occurrences and has not been listened to by the user, and sending technology usage data to a data acquisition end preset by a manufacturer. By proactively pushing to a user listening content having the same tag according to the user's listening habits in combination with the user's listening period, the present invention improves user experience in listening, and also enables a manufacturer to conveniently acquire a use state of the related technology in timely and effective fashion.

Description

 Data collection method and recommendation system based on time recommended content technology Technical field

 The invention belongs to the field of Internet, and in particular relates to a data collection method and a recommendation system for recommending content technology according to time.

Background technique

 Nowadays, the number of patents applied by enterprises is increasing, and the use of patents in the market and products is increasing.

 According to the national intellectual property database, OPPO applied for 938 invention patents in 2014, while Tencent Company of the same period The number of invention patents was 1,447. Among the inventions of the two companies, about 80% of the total number of invention patents related to user experience and direct user operations. Of course, similar patent applications, including other companies based on user experience, are also of a large order of magnitude, such as Xiaomi.

Considering the use of technology, the patent application process and the post-authorization maintenance process will generate human and financial costs: such as replying to review opinions, paying license fees, etc., for core technologies (such as CDMA underlying technology) or market identification. For relatively high-tech technologies (such as sliding unlocking), the related costs are negligible, and the investment in these technologies is worthwhile, but such technologies are a minority after all, and more technologies have been verified by the market. The user's pain points or itch points cannot be touched, and the patent investment in these technologies is likely to cause cost waste.

Therefore, there is a need to have a way to timely assess the market acceptance or value of related technologies through real data, and at the same time, in order to make the relevant technology in my previous application "a method and recommendation system for recommending content according to listening habits" In a timely evaluation, a method of collecting/sending data using technology is proposed.

technical problem

The embodiment of the invention provides a data collection method according to a time recommendation content technology, and aims to find that the current user cannot find the content of interest in a quick and easy manner in a specific time, and the user experience is not good. Providing a method for pushing the listening content according to the user's listening habits, and also facilitating the timely and effective collection of relevant technologies by the manufacturer.

Technical solution

 The present invention is implemented as follows: A data collection method for recommending content technology according to time, comprising the following steps:

 Record preset labels related to the content being played;

 Check the user's listening history for a specific period of time;

 Counting the label corresponding to the played content in the user's listening record;

 Organize the number of occurrences of related tags;

When the user listens to the radio during the specific time period, the user is pushed with the same content as the most frequently occurring tag, and the user has not listened to the content, and sends the technical usage data to the data collection terminal preset by the manufacturer.

 The embodiment of the invention further provides a recommendation system, including:

 Recording unit, inspection unit, statistical unit, finishing unit, pushing unit, technical data collecting unit, wherein:

 a recording unit for recording a preset label related to the played content;

 An inspection unit for checking a user's listening history during a specific time period;

a statistical unit, wherein the input end is respectively connected to the output end of the recording unit and the output end of the checking unit, and is used for counting a label corresponding to the played content in the user listening record;

 a finishing unit, whose input end is connected with the output end of the statistical unit, and is used for sorting the number of occurrences of related tags;

a pushing unit, whose input end is connected to the output end of the sorting unit, and is used for pushing the user to have the same label as the most frequently appearing label when the user listens to the radio during the specific time period, and the user has not listened to the content. ;

The technical data collection unit has an input end connected to the output end of the push unit, and is configured to send technical use data to a data collection end preset by the manufacturer.

Beneficial effect

The invention actively pushes the listening content with the same label to the user according to the listening habit of the user according to the listening habit of the user, thereby improving the listening experience of the user, and also facilitating the timely and effective collection of the relevant technology by the manufacturer.

DRAWINGS

 1 is a schematic flowchart of a data collection method according to a time recommended content technology according to an embodiment of the present invention;

 FIG. 2 is a schematic structural diagram of a recommendation system according to an embodiment of the present invention.

Embodiments of the invention

The present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.

FIG. 1 is a schematic flowchart of a data collection method according to a time recommendation content technology according to an embodiment of the present invention. For convenience of description, only parts related to the embodiment of the present invention are shown.

 In step S101, a preset tag related to the played content is recorded.

In this embodiment, the user listens to the "Tomb Notes" novel and "Luo Ji thinking" as an example, sets the label of 'Tomb Tomb' on "Tomb Notes", and sets the label of 'Talk Show' on 'Luo Ji Thinking' .

 In step S102, the user's listening record for a specific period of time is checked.

For example, check the user's listening record between 8:00 am and 9:00 am and 5:00 pm to 6:00 pm, for example, check that the user is listening to the "Tomb Notes" novel from 8:00 to 9:00 in the morning. From 5 pm to 6 pm, users are listening to 'Luo Ji thinking'.

 In step S103, the tag corresponding to the played content in the user's listening record is counted.

 In step S104, the number of occurrences of the related tags is organized.

When the user listens to the radio during the specific time period, the process proceeds to step S105, and the user is pushed to have the same content as the most frequently appeared tag, and the content that the user has not listened to, and sends the technical use to the data collection end preset by the manufacturer. data.

After statistical analysis, the user listened to the "Tomb Notes" novel and "Luo Ji thinking" two contents, the label corresponding to "Tomb Notes" is 'tomb tomb', the label corresponding to 'Luo Ji thinking' is 'talk show', Moreover, the above two contents are heard from the 8:00 to 9:00 am and the 5:00 to 6:00 pm, almost every day, and the most frequently appeared. Therefore, when the user listens to the content from 8:00 to 9:00 in the morning, the system will recommend different contents with the same 'Tomb' label, such as "Ghost Blowing Light" with "Tomb" tag, "Tombstone Search" 》, etc., for the user to choose; when the user listens to the content from 5 pm to 6 pm, the system will recommend different content with the same 'talk show' tag, such as the 'talk show' tag. Xiaosongqi talks about ', 'dudu', 'old beam story sink', etc., for users to choose.

The technology uses data for the user to use the data of the technology, that is, the data generated when the method completes the first few steps, the data includes the number of times the user uses the technology (eg, the first time using the technology within a certain period of time) Technology); the specific time point of using the technology; the user's related operations before and after using the technology can help the technology provider to better evaluate the market value of the technology, and better improve the technical data according to the feedback.

The invention actively pushes the listening content with the same label to the user according to the listening habit of the user according to the listening habit of the user, thereby improving the listening experience of the user, and also facilitating the timely and effective collection of the relevant technology by the manufacturer.

 FIG. 2 is a schematic structural diagram of a recommendation system according to an embodiment of the present invention, where the recommendation system includes:

The recording unit 21, the checking unit 22, the counting unit 23, the sorting unit 24, the pushing unit 25, and the technical data collecting unit 26, wherein:

 a recording unit 21, configured to record a preset label related to the played content;

 The checking unit 22 is configured to check a listening record of the user during a specific time period;

The statistics unit 23 is connected to the output end of the recording unit 21 and the output end of the checking unit 22, and is used for counting the label corresponding to the playing content in the user listening record;

 a sorting unit 24, whose input end is connected with the output end of the statistical unit 23, and is used for sorting the number of occurrences of related tags;

The pushing unit 25 has an input end connected to the output end of the sorting unit 24 for pushing the user to have the same label as the most frequently appeared when the user listens to the radio during the specific time period, and the user has not listened to Content;

The technical data collecting unit 26 has an input end connected to the output end of the pushing unit 25 for transmitting technical usage data to a data collecting end preset by the manufacturer.

The working principle is: the recording unit 21 records the preset label related to the playing content; the checking unit 22 checks the listening record of the user in a specific time period; the statistics unit 23 counts the label corresponding to the playing content in the user listening record; The unit 24 organizes the number of occurrences of the related tags; when the user listens to the radio during the specific time period, the pushing unit 25 pushes the user with the same content as the most frequently occurring tags, and the user has not listened to the content, and at the same time, technical data collection Unit 26 transmits the technical usage data to the data acquisition terminal preset by the manufacturer.

The invention actively pushes the listening content with the same label to the user according to the listening habit of the user according to the listening habit of the user, thereby improving the listening experience of the user, and also facilitating the timely and effective collection of the relevant technology by the manufacturer.

The above are only the preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalents, and improvements made within the spirit and scope of the present invention should be included in the scope of the present invention. Inside.

Claims (2)

 A data collection method according to a time recommended content technology, characterized in that the method comprises the following steps: Record preset labels related to the content being played; Check the user's listening history for a specific period of time; Counting the label corresponding to the played content in the user's listening record; Organize the number of occurrences of related tags; When the user listens to the radio during the specific time period, the user is pushed with the same content as the most frequently occurring tag, and the user has not listened to the content, and sends the technical usage data to the data collection terminal preset by the manufacturer. A recommendation system, wherein the recommendation system comprises: Recording unit, inspection unit, statistical unit, finishing unit, pushing unit, technical data collecting unit, wherein: a recording unit for recording a preset label related to the played content; An inspection unit for checking a user's listening history during a specific time period; a statistical unit, wherein the input end is respectively connected to the output end of the recording unit and the output end of the checking unit, and is used for counting a label corresponding to the played content in the user listening record; a finishing unit, whose input end is connected with the output end of the statistical unit, and is used for sorting the number of occurrences of related tags; a pushing unit, whose input end is connected to the output end of the sorting unit, and is used for pushing the user to have the same label as the most frequently appearing label when the user listens to the radio during the specific time period, and the user has not listened to the content. ; The technical data collection unit has an input end connected to the output end of the push unit, and is configured to send technical use data to a data collection end preset by the manufacturer.