TWI772287B - 問題推薦方法及設備 - Google Patents

問題推薦方法及設備 Download PDF

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TWI772287B
TWI772287B TW106102678A TW106102678A TWI772287B TW I772287 B TWI772287 B TW I772287B TW 106102678 A TW106102678 A TW 106102678A TW 106102678 A TW106102678 A TW 106102678A TW I772287 B TWI772287 B TW I772287B
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feature
probability
features
question
numerical
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TW106102678A
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TW201800987A (zh
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姜曉燕
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楊旭
褚崴
趙耀
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香港商阿里巴巴集團服務有限公司
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    • 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 OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
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    • G06N3/0499—Feedforward networks
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent

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TW106102678A 2016-01-29 2017-01-24 問題推薦方法及設備 TWI772287B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201610065638.2A CN107025228B (zh) 2016-01-29 2016-01-29 一种问题推荐方法及设备
CN201610065638.2 2016-01-29
??201610065638.2 2016-01-29

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TW201800987A TW201800987A (zh) 2018-01-01
TWI772287B true TWI772287B (zh) 2022-08-01

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US (1) US20180330226A1 (enExample)
EP (1) EP3410310A4 (enExample)
JP (1) JP7007279B2 (enExample)
CN (1) CN107025228B (enExample)
TW (1) TWI772287B (enExample)
WO (1) WO2017129033A1 (enExample)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108363745B (zh) 2018-01-26 2020-06-30 阿里巴巴集团控股有限公司 机器人客服转人工客服的方法和装置
CN108764273B (zh) * 2018-04-09 2023-12-05 中国平安人寿保险股份有限公司 一种数据处理的方法、装置、终端设备及存储介质
US11586417B2 (en) * 2018-09-28 2023-02-21 Qualcomm Incorporated Exploiting activation sparsity in deep neural networks
CN111353093B (zh) * 2018-12-24 2023-05-23 北京嘀嘀无限科技发展有限公司 问题推荐方法、装置、服务器及可读存储介质
CN109711982A (zh) * 2019-01-04 2019-05-03 深圳壹账通智能科技有限公司 面核提问方法、装置、计算机设备和可读存储介质
CN110263133B (zh) * 2019-05-07 2023-11-24 平安科技（深圳）有限公司 基于知识图谱的问答方法、电子装置、设备及存储介质
CN112819019B (zh) * 2019-11-15 2023-06-20 财团法人资讯工业策进会 分类模型生成装置及其分类模型生成方法
CN112528010B (zh) * 2020-12-15 2022-09-02 建信金融科技有限责任公司 知识推荐方法、装置、计算机设备及可读存储介质
CN116955623A (zh) * 2023-07-31 2023-10-27 苏州云上看科技有限公司 相关问题推荐方法、设备和存储介质

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101986298A (zh) * 2010-10-28 2011-03-16 浙江大学 用于在线论坛的信息实时推荐方法
US20150088850A1 (en) * 2012-10-11 2015-03-26 Go Daddy Operating Company, LLC Optimizing search engine ranking by recommending content including frequently searched questions
TW201513019A (zh) * 2013-09-25 2015-04-01 Alibaba Group Services Ltd 基於用戶行爲的特徵提取、個性化推薦方法和系統
CN104572734A (zh) * 2013-10-23 2015-04-29 腾讯科技（深圳）有限公司 问题推荐方法、装置及系统
CN105095477A (zh) * 2015-08-12 2015-11-25 华南理工大学 一种基于多指标评分的推荐算法
CN105243389A (zh) * 2015-09-28 2016-01-13 北京橙鑫数据科技有限公司 公司名称的行业分类标签的确定方法和装置
CN105279288A (zh) * 2015-12-04 2016-01-27 深圳大学 一种基于深度神经网络的在线内容推荐方法

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH09128401A (ja) * 1995-10-27 1997-05-16 Sharp Corp 動画像検索装置及びビデオ・オン・デマンド装置
US7409335B1 (en) * 2001-06-29 2008-08-05 Microsoft Corporation Inferring informational goals and preferred level of detail of answers based on application being employed by the user
US6922680B2 (en) * 2002-03-19 2005-07-26 Koninklijke Philips Electronics N.V. Method and apparatus for recommending an item of interest using a radial basis function to fuse a plurality of recommendation scores
US20050089878A1 (en) * 2003-02-14 2005-04-28 Debe Derek A. Method for determining functional sites in a protein
US20100235343A1 (en) * 2009-03-13 2010-09-16 Microsoft Corporation Predicting Interestingness of Questions in Community Question Answering
US9916538B2 (en) * 2012-09-15 2018-03-13 Z Advanced Computing, Inc. Method and system for feature detection
JP5454827B1 (ja) * 2012-02-24 2014-03-26 日本電気株式会社 文書評価装置、文書評価方法、及びプログラム
US9911088B2 (en) * 2014-05-01 2018-03-06 Microsoft Technology Licensing, Llc Optimizing task recommendations in context-aware mobile crowdsourcing
US10943181B2 (en) * 2015-06-26 2021-03-09 Microsoft Technology Licensing, Llc Just in time classifier training
US10861106B1 (en) * 2016-01-14 2020-12-08 Intuit Inc. Computer generated user interfaces, computerized systems and methods and articles of manufacture for personalizing standardized deduction or itemized deduction flow determinations

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101986298A (zh) * 2010-10-28 2011-03-16 浙江大学 用于在线论坛的信息实时推荐方法
US20150088850A1 (en) * 2012-10-11 2015-03-26 Go Daddy Operating Company, LLC Optimizing search engine ranking by recommending content including frequently searched questions
TW201513019A (zh) * 2013-09-25 2015-04-01 Alibaba Group Services Ltd 基於用戶行爲的特徵提取、個性化推薦方法和系統
CN104572734A (zh) * 2013-10-23 2015-04-29 腾讯科技（深圳）有限公司 问题推荐方法、装置及系统
CN105095477A (zh) * 2015-08-12 2015-11-25 华南理工大学 一种基于多指标评分的推荐算法
CN105243389A (zh) * 2015-09-28 2016-01-13 北京橙鑫数据科技有限公司 公司名称的行业分类标签的确定方法和装置
CN105279288A (zh) * 2015-12-04 2016-01-27 深圳大学 一种基于深度神经网络的在线内容推荐方法

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Publication number Publication date
CN107025228B (zh) 2021-01-26
TW201800987A (zh) 2018-01-01
JP2019511764A (ja) 2019-04-25
EP3410310A4 (en) 2019-01-02
JP7007279B2 (ja) 2022-01-24
EP3410310A1 (en) 2018-12-05
US20180330226A1 (en) 2018-11-15
WO2017129033A1 (zh) 2017-08-03
CN107025228A (zh) 2017-08-08

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