SG11201804365VA - Information recommendation method and apparatus - Google Patents
Information recommendation method and apparatusInfo
- Publication number
- SG11201804365VA SG11201804365VA SG11201804365VA SG11201804365VA SG11201804365VA SG 11201804365V A SG11201804365V A SG 11201804365VA SG 11201804365V A SG11201804365V A SG 11201804365VA SG 11201804365V A SG11201804365V A SG 11201804365VA SG 11201804365V A SG11201804365V A SG 11201804365VA
- Authority
- SG
- Singapore
- Prior art keywords
- recommendation
- information
- recommended
- user
- recommendation list
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0269—Targeted advertisements based on user profile or attribute
- G06Q30/0271—Personalized advertisement
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/43—Querying
- G06F16/435—Filtering based on additional data, e.g. user or group profiles
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
- G06F16/63—Querying
- G06F16/635—Filtering based on additional data, e.g. user or group profiles
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0255—Targeted advertisements based on user history
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9536—Search customisation based on social or collaborative filtering
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Strategic Management (AREA)
- Finance (AREA)
- Development Economics (AREA)
- Economics (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Game Theory and Decision Science (AREA)
- Entrepreneurship & Innovation (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Multimedia (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Information Transfer Between Computers (AREA)
- Telephonic Communication Services (AREA)
Abstract
Implementations the application an on recommendation and In method, plurality recommended information sets are determined through different recommendation algorithms based on historical behavioral information of a user. A recommendation list is determined based 5 on a weight coefficient corresponding to each recommended information set. When the recommendation list does not satisfy a predetermined recommendation condition, the weight of recommended set nding the recommendation list is adjusted, and an adjusted recommendation list is obtained until the recommendation satisfies predetermined commendation 10 condition. Then information in the recommendation list is recommended to the user. In the information recommendation method, the weight coefficient of each recommended information set does not need to be manually set, and can be automatically adjusted based historical data the to a ommendation that satisfies user's Therefore, of recommendation can 15 improved, so that the user does not need to spend a lot of time searching for relevant information. In addition, network resources can be saved, and server pressure can be relieved.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510831206.3A CN106776660A (en) | 2015-11-25 | 2015-11-25 | A kind of information recommendation method and device |
PCT/CN2016/106016 WO2017088688A1 (en) | 2015-11-25 | 2016-11-16 | Information recommendation method and apparatus |
Publications (1)
Publication Number | Publication Date |
---|---|
SG11201804365VA true SG11201804365VA (en) | 2018-06-28 |
Family
ID=58763826
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201804365VA SG11201804365VA (en) | 2015-11-25 | 2016-11-16 | Information recommendation method and apparatus |
Country Status (10)
Country | Link |
---|---|
US (2) | US11507849B2 (en) |
EP (1) | EP3382571A4 (en) |
JP (1) | JP6676167B2 (en) |
KR (1) | KR102192863B1 (en) |
CN (1) | CN106776660A (en) |
AU (1) | AU2016360122B2 (en) |
MY (1) | MY186044A (en) |
PH (1) | PH12018501121B1 (en) |
SG (1) | SG11201804365VA (en) |
WO (1) | WO2017088688A1 (en) |
Families Citing this family (33)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106776660A (en) | 2015-11-25 | 2017-05-31 | 阿里巴巴集团控股有限公司 | A kind of information recommendation method and device |
CN108090208A (en) | 2017-12-29 | 2018-05-29 | 广东欧珀移动通信有限公司 | Fused data processing method and processing device |
JP7041844B2 (en) * | 2018-04-02 | 2022-03-25 | トヨタ自動車株式会社 | Control program for information processing equipment and car sharing services |
CN110309417A (en) * | 2018-04-13 | 2019-10-08 | 腾讯科技(深圳)有限公司 | The Weight Determination and device of evaluation points |
CN108763318B (en) * | 2018-04-27 | 2022-04-19 | 达而观信息科技(上海)有限公司 | Item recommendation method and device |
CN108805607A (en) * | 2018-05-02 | 2018-11-13 | 开源物联网(广州)有限公司 | user preference prediction system |
CN110473038A (en) * | 2018-05-10 | 2019-11-19 | 北京嘀嘀无限科技发展有限公司 | A kind of Products Show method, Products Show system and computer equipment |
CN109785147A (en) * | 2018-10-24 | 2019-05-21 | 中国平安人寿保险股份有限公司 | Insurance kind sort method and device, electronic equipment and computer readable storage medium |
CN109696827B (en) * | 2018-12-28 | 2021-11-09 | 西安邮电大学 | PID parameter setting method of inertia weight cosine adjustment particle swarm optimization algorithm |
CN110321475A (en) * | 2019-05-22 | 2019-10-11 | 深圳壹账通智能科技有限公司 | Sort method, device, equipment and the storage medium of data list |
CN110188277B (en) * | 2019-05-31 | 2021-06-25 | 苏州百智通信息技术有限公司 | Resource recommendation method and device |
CN112131373A (en) * | 2019-06-25 | 2020-12-25 | 杭州海康威视数字技术股份有限公司 | Information searching method and device, electronic equipment and readable storage medium |
US20210065276A1 (en) * | 2019-08-28 | 2021-03-04 | Fuji Xerox Co., Ltd. | Information processing apparatus and non-transitory computer readable medium |
CN110532476B (en) * | 2019-09-02 | 2023-07-07 | 上海喜马拉雅科技有限公司 | Information recommendation method, device, equipment and storage medium |
CN112685598B (en) * | 2019-10-18 | 2024-04-26 | 腾讯科技(深圳)有限公司 | Gift package pushing method and device in live broadcast |
CN111798167B (en) * | 2019-10-31 | 2023-04-07 | 北京沃东天骏信息技术有限公司 | Warehouse replenishment method and device |
CN111127139B (en) * | 2019-12-06 | 2023-06-27 | 成都理工大学 | Mixed recommendation algorithm based on ProbS and HeatS calculation mode improvement |
CN111026977B (en) * | 2019-12-17 | 2022-04-08 | 腾讯科技(深圳)有限公司 | Information recommendation method and device and storage medium |
CN111881341B (en) * | 2020-06-15 | 2022-11-25 | 合肥美的电冰箱有限公司 | Diet information recommendation method and device, electronic equipment and medium |
CN111797318B (en) * | 2020-07-01 | 2024-02-23 | 喜大(上海)网络科技有限公司 | Information recommendation method, device, equipment and storage medium |
KR102474747B1 (en) * | 2020-07-06 | 2022-12-05 | 아주대학교산학협력단 | Apparatus and method for recommending product based on user behavior pattern and for forecasting user preference for recommended product |
CN112035738B (en) * | 2020-08-14 | 2023-09-26 | 北京奇艺世纪科技有限公司 | Electronic bill recommendation method and device and electronic equipment |
CN112148980B (en) * | 2020-09-28 | 2023-11-03 | 京东科技控股股份有限公司 | Article recommending method, device, equipment and storage medium based on user click |
CN112115370A (en) * | 2020-09-29 | 2020-12-22 | 贝壳技术有限公司 | Recommendation method and device, computer-readable storage medium and electronic device |
CN112633321A (en) * | 2020-11-26 | 2021-04-09 | 北京瑞友科技股份有限公司 | Artificial intelligence recommendation system and method |
KR102622258B1 (en) * | 2021-04-16 | 2024-01-05 | 주식회사 카카오 | Method and system for providing contents using personalized exploration logic |
CN113179348B (en) * | 2021-04-20 | 2023-04-07 | 珠海格力电器股份有限公司 | Intelligent device management method, device, equipment and storage medium |
CN113298277A (en) * | 2021-04-25 | 2021-08-24 | 上海淇玥信息技术有限公司 | Target-based continuous reservation information pushing method and device and electronic equipment |
CN113297371A (en) * | 2021-07-28 | 2021-08-24 | 北京猿力未来科技有限公司 | Method, device and equipment for generating recommended question library and storage medium |
CN114285895B (en) * | 2021-12-22 | 2024-02-20 | 赛尔网络有限公司 | Network resource recommendation method and device, electronic equipment and storage medium |
KR102436215B1 (en) * | 2022-03-07 | 2022-08-25 | 주식회사 클라우다이크 | System and method for recommending file based on artificial intelligence |
CN115795072B (en) * | 2023-02-03 | 2023-05-05 | 北京数慧时空信息技术有限公司 | Remote sensing image dynamic mixed recommendation system and method |
JP7376035B1 (en) | 2023-04-03 | 2023-11-08 | 17Live株式会社 | Systems, methods, and computer-readable media for recommendations |
Family Cites Families (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20080307316A1 (en) | 2007-06-07 | 2008-12-11 | Concert Technology Corporation | System and method for assigning user preference settings to fields in a category, particularly a media category |
US20090144262A1 (en) * | 2007-12-04 | 2009-06-04 | Microsoft Corporation | Search query transformation using direct manipulation |
US20100169328A1 (en) * | 2008-12-31 | 2010-07-01 | Strands, Inc. | Systems and methods for making recommendations using model-based collaborative filtering with user communities and items collections |
KR101030653B1 (en) * | 2009-01-22 | 2011-04-20 | 성균관대학교산학협력단 | User-based collaborative filtering recommender system amending similarity using information entropy |
US20110131077A1 (en) | 2009-12-01 | 2011-06-02 | Microsoft Corporation | Context-Aware Recommendation Module Using Multiple Models |
US8924314B2 (en) | 2010-09-28 | 2014-12-30 | Ebay Inc. | Search result ranking using machine learning |
JP2012190061A (en) * | 2011-03-08 | 2012-10-04 | Sony Corp | Information processor, terminal device, information presentation system, method for calculating evaluation score, and program |
CN102957722A (en) * | 2011-08-24 | 2013-03-06 | 苏州工业园区辰烁软件科技有限公司 | Network service Method and system for generating personalized recommendation |
CN103106208B (en) * | 2011-11-11 | 2017-09-15 | 中国移动通信集团公司 | A kind of streaming medium content in mobile Internet recommends method and system |
CN102880691B (en) * | 2012-09-19 | 2015-08-19 | 北京航空航天大学深圳研究院 | A kind of mixing commending system based on user's cohesion and method |
CN102902755A (en) * | 2012-09-21 | 2013-01-30 | 北京百度网讯科技有限公司 | Method and device for adjusting sequencing of search result items |
JP6097126B2 (en) | 2013-04-10 | 2017-03-15 | 株式会社Nttドコモ | RECOMMENDATION INFORMATION GENERATION DEVICE AND RECOMMENDATION INFORMATION GENERATION METHOD |
CN104123284B (en) * | 2013-04-24 | 2018-01-23 | 华为技术有限公司 | The method and server of a kind of recommendation |
GB2522890A (en) | 2014-02-07 | 2015-08-12 | Music Technology Ltd | Dynamic digital media content and associated user pool apparatus and method |
CN103778260A (en) * | 2014-03-03 | 2014-05-07 | 哈尔滨工业大学 | Individualized microblog information recommending system and method |
CN104978368A (en) | 2014-04-14 | 2015-10-14 | 百度在线网络技术(北京)有限公司 | Method and device used for providing recommendation information |
CN103971161B (en) * | 2014-05-09 | 2017-02-01 | 哈尔滨工程大学 | Hybrid recommendation method based on Cauchy distribution quantum-behaved particle swarm optimization |
KR101539182B1 (en) | 2014-09-29 | 2015-07-29 | 케이티하이텔 주식회사 | Product recommendation mathod for tv data broadcasting home shopping based on viewing history of each settop box identifier |
US20160132601A1 (en) * | 2014-11-12 | 2016-05-12 | Microsoft Technology Licensing | Hybrid Explanations In Collaborative Filter Based Recommendation System |
CN106776660A (en) | 2015-11-25 | 2017-05-31 | 阿里巴巴集团控股有限公司 | A kind of information recommendation method and device |
-
2015
- 2015-11-25 CN CN201510831206.3A patent/CN106776660A/en active Pending
-
2016
- 2016-11-16 WO PCT/CN2016/106016 patent/WO2017088688A1/en active Application Filing
- 2016-11-16 AU AU2016360122A patent/AU2016360122B2/en active Active
- 2016-11-16 KR KR1020187017994A patent/KR102192863B1/en active IP Right Grant
- 2016-11-16 SG SG11201804365VA patent/SG11201804365VA/en unknown
- 2016-11-16 MY MYPI2018702011A patent/MY186044A/en unknown
- 2016-11-16 EP EP16867911.6A patent/EP3382571A4/en not_active Withdrawn
- 2016-11-16 JP JP2018526895A patent/JP6676167B2/en active Active
-
2018
- 2018-05-15 US US15/979,946 patent/US11507849B2/en active Active
- 2018-05-25 PH PH12018501121A patent/PH12018501121B1/en unknown
-
2019
- 2019-12-20 US US16/722,444 patent/US20200134478A1/en not_active Abandoned
Also Published As
Publication number | Publication date |
---|---|
CN106776660A (en) | 2017-05-31 |
KR20180097587A (en) | 2018-08-31 |
AU2016360122A1 (en) | 2018-07-12 |
AU2016360122B2 (en) | 2020-07-16 |
MY186044A (en) | 2021-06-16 |
JP2018535497A (en) | 2018-11-29 |
PH12018501121A1 (en) | 2019-01-21 |
WO2017088688A1 (en) | 2017-06-01 |
EP3382571A1 (en) | 2018-10-03 |
PH12018501121B1 (en) | 2019-01-21 |
KR102192863B1 (en) | 2020-12-22 |
US20200134478A1 (en) | 2020-04-30 |
US20180260716A1 (en) | 2018-09-13 |
JP6676167B2 (en) | 2020-04-08 |
US11507849B2 (en) | 2022-11-22 |
EP3382571A4 (en) | 2019-05-29 |
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