WO2018027840A1 - Usage data feedback method and push system for music recommendation technology - Google Patents
Usage data feedback method and push system for music recommendation technology Download PDFInfo
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- WO2018027840A1 WO2018027840A1 PCT/CN2016/094733 CN2016094733W WO2018027840A1 WO 2018027840 A1 WO2018027840 A1 WO 2018027840A1 CN 2016094733 W CN2016094733 W CN 2016094733W WO 2018027840 A1 WO2018027840 A1 WO 2018027840A1
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
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- the invention belongs to the field of the Internet, and in particular relates to a data feedback method and a push system which provide a music recommendation 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.
- core technologies such as CDMA underlying technology
- 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.
- the embodiment of the invention provides a data feedback method for using music recommendation technology, and aims to lack a background music when playing a game, and lacks a sense of substitution. It is necessary to provide a matching relationship between the game and the music according to the user game type. Playing music, enhancing the sense of substitution of the game, improving the user experience, and also facilitating the timely and effective collection of relevant technologies by the manufacturer.
- the present invention is implemented as follows: a data feedback method using a music recommendation technique, comprising the following steps:
- the music type tag is matched according to the user game type tag, and the music matching the music type tag is pushed, and the technical use data is transmitted to the data collection end preset by the manufacturer.
- the embodiment of the invention further provides a push system, comprising:
- a recording unit for recording a type tag of the game match, recording a type tag of the music match, and a matching relationship between the game type tag and the music type tag;
- a detecting unit wherein an input end thereof is connected to the output end of the recording unit, and is configured to detect that the user runs the game type label
- a pushing unit wherein the input end is connected to the output end of the detecting unit, and is configured to match the music type label according to the user game type label, and push the music that matches the music type label;
- 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.
- the invention through the matching relationship between the game and the music, plays the music according to the user's game type, enhances the sense of substitution of the game, improves the user experience, and also facilitates the timely and effective collection of relevant technologies by the manufacturer.
- FIG. 1 is a schematic flowchart of a data feedback method of a music recommendation technology according to an embodiment of the present invention
- FIG. 2 is a schematic structural diagram of a push system according to an embodiment of the present invention.
- FIG. 1 is a schematic flowchart of a data feedback method of a music recommendation 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.
- step S100 Record the type tag of the game match, record the type tag of the music match and the match relationship between the game type tag and the music type tag.
- step S101 it is detected that the user runs the game type tag.
- step S102 the music type tag is matched according to the user game type tag, and the music matching the music type tag is pushed, and the technical use data is transmitted to the data collection end preset by the manufacturer.
- the system detects that the user automatically plays the music type tag as war music when playing the XXXA game, and the user can also select the music play that he likes in the alternative music list.
- 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 through the matching relationship between the game and the music, plays the music according to the user's game type, enhances the sense of substitution of the game, improves the user experience, and also facilitates the timely and effective collection of relevant technologies by the manufacturer.
- FIG. 2 is a schematic structural diagram of a push system according to an embodiment of the present invention, where the push system includes:
- a recording unit 21 configured to record a type tag of the game matching, record a type tag of the music matching, and a matching relationship between the game type tag and the music type tag;
- the detecting unit 22 has an input end connected to the output end of the recording unit 21 for detecting that the user runs the game type label;
- a pushing unit 23 whose input end is connected to the output end of the detecting unit 22, is configured to match the music type label according to the user game type label, and push the music that matches the music type label;
- the technical data collection unit 24 has an input end connected to the output end of the push unit 23 for transmitting technical use data to a data collection end preset by the manufacturer.
- the working principle is: the user records the type tag of the game matching in the recording unit 21, records the matching type of the music matching type tag and the game type tag and the music type tag; the detecting unit 22 detects that the user runs the game type tag; the pushing unit 23 And matching the music type tag according to the user game type tag, and pushing the music that matches the music type tag, and the technical data collecting unit 24 sends the technical use data to the data collection end preset by the manufacturer.
- the invention through the matching relationship between the game and the music, plays the music according to the user's game type, enhances the sense of substitution of the game, improves the user experience, and also facilitates the timely and effective collection of relevant technologies by the manufacturer.
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Abstract
The present invention pertains to the internet field, and provides a usage data feedback method and a push system for music recommendation technology. The method comprises: recording a type tag matched with a game, and recording a type tag matched with a music and a matching relationship between a game type tag and a music type tag; detecting that a user runs the game type tag; matching the music type tag according to the game type tag of the user, pushing music matching the music type tag, and sending technical usage data to a manufacturer-preset data collection terminal. Through the matching relationship between the game and the music, the invention plays music according to the user's game type, thereby enhancing the substitution feeling of the game and the user experience, and at the same time, facilitating the manufacturer to collect the usage of related technologies in a timely and effective manner.
Description
本发明属于互联网领域，尤其是涉及一种提供了一种音乐推荐技术的使用数据反馈方法以及推送系统。 The invention belongs to the field of the Internet, and in particular relates to a data feedback method and a push system which provide a music recommendation technology.
现在企业申请的专利数量越来越多，而且将专利用在市场上、产品中的情形也越来越多。 Nowadays, the number of patents applied by enterprises is increasing, and the use of patents in the market and products is increasing.
根据国家知识产权的数据库显示， OPPO公司 在2014年申请的发明专利数为938个，而同期 的腾讯公司
的发明专利数为1447个。这两家公司的发明中，有关于用户体验和用户直接操作相关的发明专利约占总数的80%左右。当然包括其他以用户体验为主的公司的类似专利申请也是具有很大的数量级，比如小米公司等。 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.
考虑到技术使用的同时，专利的申请过程和授权后的维护过程都会产生人力、财力上的成本：如答复审查意见、缴纳授权费等，对于核心技术（如：CDMA的底层技术）或市场认同度比较高的技术（如：滑动解锁）而言，那么相关成本就可以忽略不计，对于这些技术的投入是值得的，但这类技术毕竟是少数，更多的技术经过市场验证后，其实并不能触及用户的痛点或痒点，而对这些技术的专利投入，就容易造成成本的浪费。
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.
所以需要有一种方法能够通过实在的数据，及时评估相关技术的市场接受度或价值，同时，为了使得本人的上一个申请《根据游戏推送音乐的方法和推送系统》中的相关技术得到及时评估，特提出一种技术使用数据的采集/发送的方法。
Therefore, there is a need to have a method to timely evaluate the market acceptance or value of related technologies through real data, and at the same time, in order to make timely evaluation of the relevant technology in my previous application "method and push system based on game push music", A method of collecting/transmitting data using technology is proposed.
本发明实施例提供了一种音乐推荐技术的使用数据反馈方法，目的在于针对于玩游戏时缺乏背景音乐，缺乏代入感的情况，需要提供一种通过游戏与音乐的匹配关系，根据用户游戏类型播放音乐，增强游戏的代入感，提高用户体验，同时也可以方便厂家及时有效的采集相关技术的使用情况。
The embodiment of the invention provides a data feedback method for using music recommendation technology, and aims to lack a background music when playing a game, and lacks a sense of substitution. It is necessary to provide a matching relationship between the game and the music according to the user game type. Playing music, enhancing the sense of substitution of the game, improving the user experience, and also facilitating the timely and effective collection of relevant technologies by the manufacturer.
本发明是这样实现的：一种音乐推荐技术的使用数据反馈方法，包括以下步骤： The present invention is implemented as follows: a data feedback method using a music recommendation technique, comprising the following steps:
记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系； Record the type tag of the game match, record the type tag of the music match and the matching relationship between the game type tag and the music type tag;
检测用户运行游戏类型标签； Detecting the user running the game type tag;
根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐，并向厂家预设的数据采集端发送技术使用数据。
The music type tag is matched according to the user game type tag, and the music matching the music type tag is pushed, and the technical use data is transmitted to the data collection end preset by the manufacturer.
本发明实施例还提供了一种推送系统，包括： The embodiment of the invention further provides a push system, comprising:
记录单元，检测单元，推送单元，技术数据采集单元，其中: Recording unit, detecting unit, pushing unit, technical data collecting unit, wherein:
记录单元，用于记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系；
a recording unit for recording a type tag of the game match, recording a type tag of the music match, and a matching relationship between the game type tag and the music type tag;
检测单元，其输入端与所述记录单元输出端连接，用于检测用户运行游戏类型标签； a detecting unit, wherein an input end thereof is connected to the output end of the recording unit, and is configured to detect that the user runs the game type label;
推送单元，其输入端与所述检测单元输出端连接，用于根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐；
a pushing unit, wherein the input end is connected to the output end of the detecting unit, and is configured to match the music type label according to the user game type label, and push the music that matches the music type label;
技术数据采集单元，其输入端与所述推送单元的输出端连接，用于向厂家预设的数据采集端发送技术使用数据。
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.
本发明通过游戏与音乐的匹配关系，根据用户游戏类型播放音乐，增强游戏的代入感，提高用户体验，同时也可以方便厂家及时有效的采集相关技术的使用情况。
The invention through the matching relationship between the game and the music, plays the music according to the user's game type, enhances the sense of substitution of the game, improves the user experience, and also facilitates the timely and effective collection of relevant technologies by the manufacturer.
图1是本发明实施例提供的一种音乐推荐技术的使用数据反馈方法的流程示意图； 1 is a schematic flowchart of a data feedback method of a music recommendation technology according to an embodiment of the present invention;
图2是本发明实施例提供的推送系统的结构示意图。 FIG. 2 is a schematic structural diagram of a push 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音乐推荐技术的使用数据反馈方法的流程示意图，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 data feedback method of a music recommendation 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.
在步骤S100中,
记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系。 In step S100,
Record the type tag of the game match, record the type tag of the music match and the match relationship between the game type tag and the music type tag.
记录××A游戏匹配的类型标签为枪战，记录音乐A匹配的类型标签为战争，标记为枪战的游戏匹配标记为战争的音乐。
Record the type tag of the ××A game match for the shootout, record the type tag of the music A match for the war, and mark the game for the shootout to match the music marked as war.
在步骤S101中，检测用户运行游戏类型标签。 In step S101, it is detected that the user runs the game type tag.
在步骤S102中，根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐,并向厂家预设的数据采集端发送技术使用数据。
In step S102, the music type tag is matched according to the user game type tag, and the music matching the music type tag is pushed, and the technical use data is transmitted to the data collection end preset by the manufacturer.
在本实施例中，系统检测用户在玩××A游戏时，自动播放音乐类型标签为战争的音乐，用户也可在备选音乐清单中选择自己喜欢的音乐播放。
In this embodiment, the system detects that the user automatically plays the music type tag as war music when playing the XXXA game, and the user can also select the music play that he likes in the alternative music list.
所述技术使用数据为用户使用该技术的数据，即所述方法走完前几个步骤时产生的数据，所述数据包括用户使用该技术的次数（如在一定时间内是第几次使用该技术）；使用该技术的具体时间点；使用该技术前后用户的相关操作等有助于技术提供方更好的评价技术的市场价值，并根据所述反馈更好的改进技术的数据。
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.
本发明通过游戏与音乐的匹配关系，根据用户游戏类型播放音乐，增强游戏的代入感，提高用户体验，同时也可以方便厂家及时有效的采集相关技术的使用情况。
The invention through the matching relationship between the game and the music, plays the music according to the user's game type, enhances the sense of substitution of the game, improves the user experience, and also facilitates the timely and effective collection of relevant technologies by the manufacturer.
图2是本发明实施例提供的一种推送系统的结构示意图，该推送系统包括： 2 is a schematic structural diagram of a push system according to an embodiment of the present invention, where the push system includes:
记录单元21，检测单元22，推送单元23，技术数据采集单元24，其中： Recording unit 21, detecting unit 22, pushing unit 23, technical data collecting unit 24, wherein:
记录单元21，用于记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系；
a recording unit 21, configured to record a type tag of the game matching, record a type tag of the music matching, and a matching relationship between the game type tag and the music type tag;
检测单元22，其输入端与所述记录单元21输出端连接，用于检测用户运行游戏类型标签； The detecting unit 22 has an input end connected to the output end of the recording unit 21 for detecting that the user runs the game type label;
推送单元23，其输入端与所述检测单元22输出端连接，用于根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐；
a pushing unit 23, whose input end is connected to the output end of the detecting unit 22, is configured to match the music type label according to the user game type label, and push the music that matches the music type label;
技术数据采集单元24，其输入端与所述推送单元23的输出端连接，用于向厂家预设的数据采集端发送技术使用数据。
The technical data collection unit 24 has an input end connected to the output end of the push unit 23 for transmitting technical use data to a data collection end preset by the manufacturer.
其工作原理是：用户在记录单元21，记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系；检测单元22，检测用户运行游戏类型标签；推送单元23，根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐,同时，技术数据采集单元24向厂家预设的数据采集端发送技术使用数据。
The working principle is: the user records the type tag of the game matching in the recording unit 21, records the matching type of the music matching type tag and the game type tag and the music type tag; the detecting unit 22 detects that the user runs the game type tag; the pushing unit 23 And matching the music type tag according to the user game type tag, and pushing the music that matches the music type tag, and the technical data collecting unit 24 sends the technical use data to the data collection end preset by the manufacturer.
本发明通过游戏与音乐的匹配关系，根据用户游戏类型播放音乐，增强游戏的代入感，提高用户体验，同时也可以方便厂家及时有效的采集相关技术的使用情况。
The invention through the matching relationship between the game and the music, plays the music according to the user's game type, enhances the sense of substitution of the game, improves the user experience, and also facilitates the timely and effective collection of relevant technologies by the manufacturer.
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)
- 一种音乐推荐技术的使用数据反馈方法，其特征在于，所述方法包括如下步骤： A data feedback method for using music recommendation technology, characterized in that the method comprises the following steps:记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系；Record the type tag of the game match, record the type tag of the music match and the matching relationship between the game type tag and the music type tag;检测用户运行游戏类型标签；Detecting the user running the game type tag;根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐，并向厂家预设的数据采集端发送技术使用数据。The music type tag is matched according to the user game type tag, and the music matching the music type tag is pushed, and the technical use data is transmitted to the data collection end preset by the manufacturer.
- 一种推送系统，其特征在于，所述推送系统包括：A push system, characterized in that the push system comprises:记录单元，检测单元，推送单元，技术数据采集单元，其中:Recording unit, detecting unit, pushing unit, technical data collecting unit, wherein:记录单元，用于记录游戏匹配的类型标签，记录音乐匹配的类型标签及游戏类型标签与音乐类型标签的匹配关系；a recording unit for recording a type tag of the game match, recording a type tag of the music match, and a matching relationship between the game type tag and the music type tag;检测单元，其输入端与所述记录单元输出端连接，用于检测用户运行游戏类型标签；a detecting unit, wherein an input end thereof is connected to the output end of the recording unit, and is configured to detect that the user runs the game type label;推送单元，其输入端与所述检测单元输出端连接，用于根据用户游戏类型标签匹配出音乐类型标签，并推送匹配所述音乐类型标签的音乐；a pushing unit, wherein the input end is connected to the output end of the detecting unit, and is configured to match the music type label according to the user game type label, and push the music that matches the music type label;技术数据采集单元，其输入端与所述推送单元的输出端连接，用于向厂家预设的数据采集端发送技术使用数据。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.
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| CN105426218A (en) * | 2015-12-10 | 2016-03-23 | 小米科技有限责任公司 | Method and device for controlling audio playing |
| CN105447193A (en) * | 2015-12-22 | 2016-03-30 | 中山大学深圳研究院 | Music recommending system based on machine learning and collaborative filtering |
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2016
- 2016-08-11 WO PCT/CN2016/094733 patent/WO2018027840A1/en active Application Filing
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| CN101779245A (en) * | 2007-08-14 | 2010-07-14 | 索尼爱立信移动通讯有限公司 | System and method of using music metadata to incorporate music into non-music applications |
| CN103853537A (en) * | 2012-12-03 | 2014-06-11 | 华为技术有限公司 | Background music playing method and device |
| CN105426218A (en) * | 2015-12-10 | 2016-03-23 | 小米科技有限责任公司 | Method and device for controlling audio playing |
| CN105447193A (en) * | 2015-12-22 | 2016-03-30 | 中山大学深圳研究院 | Music recommending system based on machine learning and collaborative filtering |
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