WO2018023679A1 - Method for recognizing user's interests on basis of time and recognition system - Google Patents
Method for recognizing user's interests on basis of time and recognition system Download PDFInfo
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- WO2018023679A1 WO2018023679A1 PCT/CN2016/093476 CN2016093476W WO2018023679A1 WO 2018023679 A1 WO2018023679 A1 WO 2018023679A1 CN 2016093476 W CN2016093476 W CN 2016093476W WO 2018023679 A1 WO2018023679 A1 WO 2018023679A1
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- the invention belongs to the field of Internet, and in particular relates to a method for identifying user interests according to time and an identification system.
- the Internet has brought the speed and scale of information collection and dissemination to an unprecedented level, and has realized global information sharing and interaction. It has become an indispensable infrastructure for the information society.
- Modern communication and communication technologies have greatly increased the speed of information dissemination and Breadth.
- the optical fiber communication network overcomes the traditional time and space barriers and further links the world into one. But the problems and 'side effects' that come with it are: the rushing information sometimes makes people feel at a loss, and it is very difficult to quickly and accurately obtain the information they need most from the vast ocean of information. This phenomenon is called 'information explosion (Information Explosion'), 'Information flooding'.
- the embodiment of the invention provides a method for identifying user interests according to time, and the purpose is to compare the entanglement and difficulty when the current user selects the information he needs in the multiple, complicated and miscellaneous information and the specific time. In the case of a poor user experience, it is necessary to provide a method of recognizing user interests in a specific time according to user habits.
- the present invention is implemented in such a way that a method of identifying a user's interest based on time includes the following steps:
- a tag corresponding to a specific number of ranks is set as a user interest within the specific time period.
- An embodiment of the present invention further provides an identification system, including:
- Matching unit statistical unit, sorting unit, setting unit, wherein:
- a matching unit configured to preset a label matching the same content item on the same content item
- a statistical unit the input end of which is connected to the output end of the matching unit, and is configured to count, according to the usage condition of the content item by the user, the number of times of using the label matching the same content item in a specific time period;
- a sorting unit whose input end is connected to the output end of the statistical unit, and is used to sort the labels according to the number of uses;
- a setting unit wherein the input end is connected to the output end of the sorting unit, and is configured to set a label corresponding to the specific number of the order bits as the user interest in the specific time period.
- the invention enhances the user experience by identifying the user's interest in a specific time according to the user's use of the specific content and in combination with the user's habits.
- FIG. 1 is a schematic flowchart of a method for identifying user interests according to time according to an embodiment of the present invention
- FIG. 2 is a schematic structural diagram of an identification system according to an embodiment of the present invention.
- FIG. 1 is a schematic flowchart of a method for identifying user interests according to time according to an embodiment of the present invention. For convenience of description, only parts related to the embodiments of the present invention are shown.
- step S101 a label matching the same content item is preset on the same content item.
- the user listens to music as an example, for example, setting the 'Teng Lijun' label on all of Maria's songs; or setting the '80s' label on all 80s popular songs.
- step S102 according to the usage of the content item by the user, the number of uses of the tag matching the same content item in a specific time period is counted.
- the number of occurrences of the label corresponding to the music content listened to by the user is counted. For example, during the period from 21:00 to 23:00, when the user listens to music, it is counted that the user listens to the song having 'Teng Lijun'. The number of occurrences of the tag, or the number of occurrences of the '80s' tag.
- step S103 the tags are sorted according to the number of uses.
- the ranking from high to low is performed in each time period according to the number of occurrences of the label.
- step S104 a tag corresponding to a specific number of ranks is set as a user interest in the specific time period.
- the label with the order of the first three digits, or the label with the first digit of the sequence is set as the user's interest for a certain period of time.
- the top three labels are 'Teng Lijun', '80s', 'Campus Name', and you can set these three labels in the specific time period from 21:00 to 23:00.
- the first label, 'Teng Lijun' is the music content that users are interested in.
- the invention enhances the user experience by identifying the user's interest in a specific time according to the user's use of the specific content and in combination with the user's habits.
- FIG. 2 is a schematic structural diagram of an identification system according to an embodiment of the present invention, where the identification system includes:
- the matching unit 21 is configured to preset a label matching the same content item on the same content item;
- the statistics unit 22 is connected to the output end of the matching unit 21, and is configured to count, according to the usage condition of the content item by the user, the number of times the label matches the same content item in a specific time period;
- a sorting unit 23 whose input end is connected to the output end of the statistical unit 22, and is used for sorting the labels according to the number of uses;
- the setting unit 24 has an input end connected to the output end of the sorting unit 23, and is configured to set a label corresponding to a specific number of order bits as the user interest in the specific time period.
- the working principle is that the matching unit 21 presets a label matching the same content item on the same content item; the statistics unit 22 compares the usage of the content item according to the usage of the content item by the user, and the matching with the similar content item.
- the invention enhances the user experience by identifying the user's interest in a specific time according to the user's use of the specific content and in combination with the user's habits.
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Abstract
The present invention relates to the field of Internet, and provides a method for recognizing user's interests on the basis of time and a recognition system. The method comprises: presetting tags matching content items of the same type on the content items of the same type; counting the number of uses of the tags matching the content items of the same type within a specific time period according to a use state of the content items by a user; sorting the tags according to the number of uses; and setting tags corresponding to a specific number of rankings as user's interests within the specific time period. By recognizing user's interests within a specific time period according to a use state of specific contents by a user in combination with user's habits, the present invention improves user experience.
Description
本发明属于互联网领域，尤其是涉及一种根据时间识别用户兴趣的方法以及识别系统。 The invention belongs to the field of Internet, and in particular relates to a method for identifying user interests according to time and an identification system.
互联网使得信息的采集、传播的速度和规模达到空前的水平，实现了全球的信息共享与交互，它已经成为信息社会必不可少的基础设施。现代通信和传播技术，大大提高了信息传播的速度和
广度 。由 广播 、电视、 卫星通信 、电子 计算机 通信等技术手段形成了 微波
、光纤通信网络，克服了传统的时间和空间障碍，将世界更进一步地联结为一体。但与之俱来的问题和'副作用'是:汹涌而来的信息有时使人无所适从，从浩如烟海的信息海洋中迅速而准确地获取自己最需要的信息，变得非常困难。这种现象被称为'信息爆炸(Information
Explosion')、 '信息泛滥'。
The Internet has brought the speed and scale of information collection and dissemination to an unprecedented level, and has realized global information sharing and interaction. It has become an indispensable infrastructure for the information society. Modern communication and communication technologies have greatly increased the speed of information dissemination and
Breadth. Microwaves formed by radio, television, satellite communications, computer communications, etc.
The optical fiber communication network overcomes the traditional time and space barriers and further links the world into one. But the problems and 'side effects' that come with it are: the rushing information sometimes makes people feel at a loss, and it is very difficult to quickly and accurately obtain the information they need most from the vast ocean of information. This phenomenon is called 'information explosion (Information
Explosion'), 'Information flooding'.
关于信息爆炸一词最早出现于20世纪80年代。统计表明，那个10年，全球信息量每20个月就增加近一倍。进入90年代，信息量继续以几何级别增长，到90年代末，伴随着第五
媒体 -- 互联网的出现，信息真地开始爆炸了。然而，面对极度 膨胀
的信息量，面对'混沌信息空间'和'数据过剩'的巨大压力，人们对于信息的苦苦追求和期待忽然间变得踟蹰了。因为，即使每天24小时看这些信息，也阅读不完。更何况，其中存在着大量的无用，甚至不真实的信息。
The term information explosion first appeared in the 1980s. Statistics show that in the past 10 years, global information has nearly doubled every 20 months. In the 1990s, the amount of information continued to grow at a geometric level, and by the end of the 1990s, with the fifth
Media -- The emergence of the Internet, information really began to explode. However, in the face of extreme expansion
The amount of information, faced with the tremendous pressure of 'chaotic information space' and 'data surplus', people's hard pursuit of information and expectations suddenly became paralyzed. Because even if you read this information 24 hours a day, you can't finish reading it. What's more, there are a lot of useless and even untrue information.
因此，在当前太多的信息面前，如何帮助用户筛选出他所需的信息，识别用户兴趣尤为重要，否则用户将会埋在信息的海洋中。同时，用户常常有一种习惯，在特定时间内，特别喜欢对某些内容感兴趣。如，夜晚时分听邓丽君的歌曲，在上班时候喜欢听励志提气的歌曲等。所以也要识别用户的习惯。
Therefore, in the face of too much information in the current, how to help users filter out the information he needs, it is especially important to identify the user's interests, otherwise the user will be buried in the ocean of information. At the same time, users often have a habit of particularly interested in certain content at certain times. For example, listening to Teresa Teng’s songs at night, I like to listen to inspirational songs when I go to work. So also identify the user's habits.
综上，针对于当前用户在多、繁、杂的信息中和特定的时间内，选择自己所需的信息时，比较纠结和困难，用户体验不佳的情况，需要提供一种根据用户习惯在特定的时间内识别用户兴趣的方法。
In summary, when the current user selects the information he or she needs in the multiple, complicated, and miscellaneous information and in a specific time, it is more entangled and difficult, and the user experience is not good, and it is necessary to provide a kind of user according to the user's habit. A method of identifying user interests at a specific time.
本发明实施例提供了一种根据时间识别用户兴趣的方法，目的在于针对于当前用户在多、繁、杂的信息中和特定的时间内，选择自己所需的信息时，比较纠结和困难，用户体验不佳的情况，需要提供一种根据用户习惯在特定的时间内识别用户兴趣的方法。
The embodiment of the invention provides a method for identifying user interests according to time, and the purpose is to compare the entanglement and difficulty when the current user selects the information he needs in the multiple, complicated and miscellaneous information and the specific time. In the case of a poor user experience, it is necessary to provide a method of recognizing user interests in a specific time according to user habits.
本发明是这样实现的：一种根据时间识别用户兴趣的方法，包括以下步骤： The present invention is implemented in such a way that a method of identifying a user's interest based on time includes the following steps:
在同类内容项上预设与所述同类内容项匹配的标签； Presetting a label matching the same content item on the same content item;
根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数； Counting the number of times the tag matches the same content item in a specific time period according to the usage of the content item by the user;
根据使用次数，对所述标签排序； Sort the tags according to the number of uses;
将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。 A tag corresponding to a specific number of ranks is set as a user interest within the specific time period.
本发明实施例还提供了一种识别系统，包括： An embodiment of the present invention further provides an identification system, including:
匹配单元，统计单元，排序单元，设定单元，其中: Matching unit, statistical unit, sorting unit, setting unit, wherein:
匹配单元，用于在同类内容项上预设与所述同类内容项匹配的标签； a matching unit, configured to preset a label matching the same content item on the same content item;
统计单元，其输入端与所述匹配单元的输出端连接，用于根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数；
a statistical unit, the input end of which is connected to the output end of the matching unit, and is configured to count, according to the usage condition of the content item by the user, the number of times of using the label matching the same content item in a specific time period;
排序单元，其输入端与所述统计单元的输出端连接，用于根据使用次数，对所述标签排序； a sorting unit, whose input end is connected to the output end of the statistical unit, and is used to sort the labels according to the number of uses;
设定单元，其输入端与所述排序单元的输出端连接，用于将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。
And a setting unit, wherein the input end is connected to the output end of the sorting unit, and is configured to set a label corresponding to the specific number of the order bits as the user interest in the specific time period.
该发明通过根据用户对特定内容的使用情况，并结合用户的习惯，识别出用户在特定时间内的兴趣，从而提升用户体验。
The invention enhances the user experience by identifying the user's interest in a specific time according to the user's use of the specific content and in combination with the user's habits.
图1是本发明实施例提供的一种根据时间识别用户兴趣的方法的流程示意图； 1 is a schematic flowchart of a method for identifying user interests according to time according to an embodiment of the present invention;
图2是本发明实施例提供的识别系统的结构示意图。 FIG. 2 is a schematic structural diagram of an identification system according to an embodiment of the present invention.
为了使本发明的目的、技术方案及优点更加清楚明白，以下结合附图及实施例，对本发明进行进一步详细说明。应当理解，此处所描述的具体实施例仅仅用以解释本发明，并不用于限定本发明。
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.
图1是发明实施例提供的一种根据时间识别用户兴趣的方法的流程示意图，为了便于说明，只示出了与本发明实施例相关的部分。
FIG. 1 is a schematic flowchart of a method for identifying user interests according to time according to an embodiment of the present invention. For convenience of description, only parts related to the embodiments of the present invention are shown.
在步骤S101中，在同类内容项上预设与所述同类内容项匹配的标签。 In step S101, a label matching the same content item is preset on the same content item.
在本实施例中，以用户听音乐为例，如，在邓丽君的所有歌曲上，设置'邓丽君'标签；或者在所有80年代流行歌曲上，设置'80年代'标签。
In this embodiment, the user listens to music as an example, for example, setting the 'Teng Lijun' label on all of Teresa's songs; or setting the '80s' label on all 80s popular songs.
在步骤S102中，根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数。
In step S102, according to the usage of the content item by the user, the number of uses of the tag matching the same content item in a specific time period is counted.
在特定的时间内，统计用户所听的音乐内容所对应标签的出现次数，比如，在晚上21点到23点这段时间内，当用户听音乐时，统计出用户所听歌曲具有'邓丽君'标签的出现次数，或者有'80年代'标签的出现次数。
In a specific time, the number of occurrences of the label corresponding to the music content listened to by the user is counted. For example, during the period from 21:00 to 23:00, when the user listens to music, it is counted that the user listens to the song having 'Teng Lijun'. The number of occurrences of the tag, or the number of occurrences of the '80s' tag.
在步骤S103中，根据使用次数，对所述标签排序。 In step S103, the tags are sorted according to the number of uses.
对出现过的标签，根据标签的出现次数，在各时间段内进行从高到低的排序。 For the occurrence of the label, the ranking from high to low is performed in each time period according to the number of occurrences of the label.
在步骤S104中，将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。 In step S104, a tag corresponding to a specific number of ranks is set as a user interest in the specific time period.
如，将序位为前三位的标签，或者序位为第一位的标签，设定为用户在特定时间段内的兴趣。比如，排在前三位的标签依次为'邓丽君'、'80年代'、'校园名谣'，就可以设定在晚上21点到23点这段特定时间段内的这三个标签或是排在第一的标签'邓丽君'为用户所感兴趣的音乐内容。
For example, the label with the order of the first three digits, or the label with the first digit of the sequence, is set as the user's interest for a certain period of time. For example, the top three labels are 'Teng Lijun', '80s', 'Campus Name', and you can set these three labels in the specific time period from 21:00 to 23:00. The first label, 'Teng Lijun', is the music content that users are interested in.
该发明通过根据用户对特定内容的使用情况，并结合用户的习惯，识别出用户在特定时间内的兴趣，从而提升用户体验。
The invention enhances the user experience by identifying the user's interest in a specific time according to the user's use of the specific content and in combination with the user's habits.
图2是本发明实施例提供的一种识别系统的结构示意图，该识别系统包括： 2 is a schematic structural diagram of an identification system according to an embodiment of the present invention, where the identification system includes:
匹配单元21，统计单元22，排序单元23，设定单元24，其中： Matching unit 21, statistic unit 22, sorting unit 23, setting unit 24, wherein:
匹配单元21，用于在同类内容项上预设与所述同类内容项匹配的标签； The matching unit 21 is configured to preset a label matching the same content item on the same content item;
统计单元22，其输入端与所述匹配单元21的输出端连接，用于根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数；
The statistics unit 22 is connected to the output end of the matching unit 21, and is configured to count, according to the usage condition of the content item by the user, the number of times the label matches the same content item in a specific time period;
排序单元23，其输入端与所述统计单元22的输出端连接，用于根据使用次数，对所述标签排序； a sorting unit 23, whose input end is connected to the output end of the statistical unit 22, and is used for sorting the labels according to the number of uses;
设定单元24，其输入端与所述排序单元23的输出端连接，用于将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。
The setting unit 24 has an input end connected to the output end of the sorting unit 23, and is configured to set a label corresponding to a specific number of order bits as the user interest in the specific time period.
其工作原理是：匹配单元21在同类内容项上预设与所述同类内容项匹配的标签；统计单元22根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数；排序单元23根据使用次数，对所述标签排序；设定单元24将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。
The working principle is that the matching unit 21 presets a label matching the same content item on the same content item; the statistics unit 22 compares the usage of the content item according to the usage of the content item by the user, and the matching with the similar content item The number of uses of the tags; the sorting unit 23 sorts the tags according to the number of uses; the setting unit 24 sets the tags corresponding to the specific number of ranks as the user interests in the specific time period.
该发明通过根据用户对特定内容的使用情况，并结合用户的习惯，识别出用户在特定时间内的兴趣，从而提升用户体验。
The invention enhances the user experience by identifying the user's interest in a specific time according to the user's use of the specific content and in combination with the user's habits.
以上仅为本发明的较佳实施例而已，并不用以限制本发明，凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等，均应包含在本发明的保护范围之内。
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)
- 一种根据时间识别用户兴趣的方法，其特征在于，所述方法包括如下步骤： A method for identifying user interests based on time, characterized in that the method comprises the following steps:在同类内容项上预设与所述同类内容项匹配的标签；Presetting a label matching the same content item on the same content item;根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数；Counting the number of times the tag matches the same content item in a specific time period according to the usage of the content item by the user;根据使用次数，对所述标签排序；Sort the tags according to the number of uses;将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。A tag corresponding to a specific number of ranks is set as a user interest within the specific time period.
- 一种识别系统，其特征在于，所述识别系统包括：An identification system, wherein the identification system comprises:匹配单元，统计单元，排序单元，设定单元，其中:Matching unit, statistical unit, sorting unit, setting unit, wherein:匹配单元，用于在同类内容项上预设与所述同类内容项匹配的标签；a matching unit, configured to preset a label matching the same content item on the same content item;统计单元，其输入端与所述匹配单元的输出端连接，用于根据用户对内容项的使用情况，统计特定时间段内，所述与同类内容项匹配的标签的使用次数；a statistical unit, the input end of which is connected to the output end of the matching unit, and is configured to count, according to the usage condition of the content item by the user, the number of times of using the label matching the same content item in a specific time period;排序单元，其输入端与所述统计单元的输出端连接，用于根据使用次数，对所述标签排序；a sorting unit, whose input end is connected to the output end of the statistical unit, and is used to sort the labels according to the number of uses;设定单元，其输入端与所述排序单元的输出端连接，用于将特定数量的序位对应的标签设定为所述特定时间段内的用户兴趣。And a setting unit, wherein the input end is connected to the output end of the sorting unit, and is configured to set a label corresponding to the specific number of the order bits as the user interest in the specific time period.
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| WO2023138572A1 (en) * | 2022-01-24 | 2023-07-27 | 深圳市酷开网络科技股份有限公司 | User label detection method and apparatus, electronic device, and readable storage medium |
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