SG11201704150WA - A method and system for sentiment classification and emotion classification - Google Patents

A method and system for sentiment classification and emotion classification

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Publication number
SG11201704150WA
SG11201704150WA SG11201704150WA SG11201704150WA SG11201704150WA SG 11201704150W A SG11201704150W A SG 11201704150WA SG 11201704150W A SG11201704150W A SG 11201704150WA SG 11201704150W A SG11201704150W A SG 11201704150WA SG 11201704150W A SG11201704150W A SG 11201704150WA
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SG
Singapore
Prior art keywords
classification
sentiment
emotion
emotion classification
sentiment classification
Prior art date
Application number
SG11201704150WA
Inventor
Zhaoxia Wang
Siow Mong Rick Goh
Yinping Yang
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Agency Science Tech & Res
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Publication date
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Publication of SG11201704150WA publication Critical patent/SG11201704150WA/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/30—Semantic analysis
    • G06F40/35—Discourse or dialogue representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/205—Parsing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/232—Orthographic correction, e.g. spell checking or vowelisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/237—Lexical tools
    • G06F40/242—Dictionaries
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/253—Grammatical analysis; Style critique
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • 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
    • G06Q10/00—Administration; Management
    • G06Q10/10—Office automation; Time management
    • 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
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • 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
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01—Social networking

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Data Mining & Analysis (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11201704150WA 2014-11-24 2015-11-24 A method and system for sentiment classification and emotion classification SG11201704150WA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
SG10201407766R 2014-11-24
PCT/SG2015/050469 WO2016085409A1 (en) 2014-11-24 2015-11-24 A method and system for sentiment classification and emotion classification

Publications (1)

Publication Number Publication Date
SG11201704150WA true SG11201704150WA (en) 2017-06-29

Family

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Family Applications (1)

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SG11201704150WA SG11201704150WA (en) 2014-11-24 2015-11-24 A method and system for sentiment classification and emotion classification

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US (1) US20170308523A1 (en)
SG (1) SG11201704150WA (en)
WO (1) WO2016085409A1 (en)

Families Citing this family (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2533326A (en) * 2014-12-16 2016-06-22 Ibm Electronic message redacting
CN105138631B (en) * 2015-08-20 2019-10-11 小米科技有限责任公司 The construction method and device of knowledge base
US9807037B1 (en) 2016-07-08 2017-10-31 Asapp, Inc. Automatically suggesting completions of text
US10083451B2 (en) 2016-07-08 2018-09-25 Asapp, Inc. Using semantic processing for customer support
US10735401B2 (en) * 2016-09-15 2020-08-04 Webroot Inc. Online identity reputation
US10109275B2 (en) 2016-12-19 2018-10-23 Asapp, Inc. Word hash language model
US10397326B2 (en) 2017-01-11 2019-08-27 Sprinklr, Inc. IRC-Infoid data standardization for use in a plurality of mobile applications
US10642865B2 (en) * 2017-01-24 2020-05-05 International Business Machines Corporation Bias identification in social networks posts
WO2018187448A1 (en) 2017-04-07 2018-10-11 Kimberly-Clark Worldwide, Inc. Methods and systems for allocating resources in response to social media conversations
US10257150B2 (en) * 2017-06-19 2019-04-09 Christopher Keith Skeene Comment lock for social network media streaming
JP6972711B2 (en) * 2017-06-30 2021-11-24 富士通株式会社 Semantics vector generation program, meaning vector generation method and meaning vector generator
US20190065610A1 (en) * 2017-08-22 2019-02-28 Ravneet Singh Apparatus for generating persuasive rhetoric
US10261991B2 (en) * 2017-09-12 2019-04-16 AebeZe Labs Method and system for imposing a dynamic sentiment vector to an electronic message
US20210149941A1 (en) * 2017-09-12 2021-05-20 AebeZe Labs System and Method for Autonomously Generating a Mood-Filtered Slideshow
TWI661319B (en) 2017-11-30 2019-06-01 財團法人資訊工業策進會 Apparatus, method, and computer program product thereof for generatiing control instructions based on text
US10497004B2 (en) 2017-12-08 2019-12-03 Asapp, Inc. Automating communications using an intent classifier
CN108108355A (en) * 2017-12-25 2018-06-01 北京牡丹电子集团有限责任公司数字电视技术中心 Text emotion analysis method and system based on deep learning
WO2020131004A1 (en) * 2017-12-29 2020-06-25 Nokia Technologies Oy Domain-independent automated processing of free-form text
US10489792B2 (en) * 2018-01-05 2019-11-26 Asapp, Inc. Maintaining quality of customer support messages
CN108268448A (en) * 2018-01-24 2018-07-10 闽南师范大学 A kind of the analysis of public opinion method, system and medium based on Internet news
CN108804512B (en) * 2018-04-20 2020-11-24 平安科技（深圳）有限公司 Text classification model generation device and method and computer readable storage medium
US10169315B1 (en) 2018-04-27 2019-01-01 Asapp, Inc. Removing personal information from text using a neural network
CN108717406B (en) * 2018-05-10 2021-08-24 平安科技（深圳）有限公司 Text emotion analysis method and device and storage medium
US11216510B2 (en) 2018-08-03 2022-01-04 Asapp, Inc. Processing an incomplete message with a neural network to generate suggested messages
US11138237B2 (en) 2018-08-22 2021-10-05 International Business Machines Corporation Social media toxicity analysis
US11120224B2 (en) 2018-09-14 2021-09-14 International Business Machines Corporation Efficient translating of social media posts
US11551004B2 (en) 2018-11-13 2023-01-10 Asapp, Inc. Intent discovery with a prototype classifier
US10747957B2 (en) 2018-11-13 2020-08-18 Asapp, Inc. Processing communications using a prototype classifier
US20230267502A1 (en) * 2018-12-11 2023-08-24 Hiwave Technologies Inc. Method and system of engaging a transitory sentiment community
US10749832B1 (en) * 2019-01-31 2020-08-18 Slack Technologies, Inc. Methods and apparatuses for managing limited engagement by external email resource entity within a group-based communication system
CN110008311B (en) * 2019-04-04 2020-11-24 北京邮电大学 Product information safety risk monitoring method based on semantic analysis
KR102326473B1 (en) * 2019-05-29 2021-11-15 서울시립대학교 산학협력단 Text sensibility analysis apparatus and method threrof
US11194962B2 (en) * 2019-06-05 2021-12-07 Fmr Llc Automated identification and classification of complaint-specific user interactions using a multilayer neural network
GB2603678B (en) * 2019-09-02 2024-07-10 Ozecom Pty Ltd A text classification method
US11425064B2 (en) 2019-10-25 2022-08-23 Asapp, Inc. Customized message suggestion with user embedding vectors
CN110781306B (en) * 2019-10-31 2022-06-28 山东师范大学 English text aspect layer emotion classification method and system
US11379671B2 (en) * 2019-11-18 2022-07-05 Salesforce, Inc. Identification of response list
CN111986687B (en) * 2020-06-23 2022-08-02 合肥工业大学 Bilingual emotion dialogue generation system based on interactive decoding
US11049510B1 (en) * 2020-12-02 2021-06-29 Lucas GC Limited Method and apparatus for artificial intelligence (AI)-based computer-aided persuasion system (CAPS)
US11295731B1 (en) * 2020-12-02 2022-04-05 Lucas GC Limited Artificial intelligence (AI) enabled prescriptive persuasion processes based on speech emotion recognition and sentiment analysis
CN112699240A (en) * 2020-12-31 2021-04-23 荆门汇易佳信息科技有限公司 Intelligent dynamic mining and classifying method for Chinese emotional characteristic words
CN113761186A (en) * 2021-01-19 2021-12-07 北京沃东天骏信息技术有限公司 Text emotion classification method and device
CN112989792B (en) * 2021-04-25 2024-04-16 中国人民解放军国防科技大学 Case detection method and electronic equipment
CN113435970B (en) * 2021-06-23 2023-02-28 平安银行股份有限公司 Product recommendation method and device based on biological information, electronic equipment and medium
US12124804B2 (en) * 2022-03-09 2024-10-22 Soundhound, Inc. Ordering from a menu using natural language

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7454334B2 (en) * 2003-08-28 2008-11-18 Wildlife Acoustics, Inc. Method and apparatus for automatically identifying animal species from their vocalizations
US20060224584A1 (en) * 2005-03-31 2006-10-05 Content Analyst Company, Llc Automatic linear text segmentation
US7950004B2 (en) * 2005-10-21 2011-05-24 Siemens Corporation Devices systems and methods for testing software
US20070280463A1 (en) * 2006-05-31 2007-12-06 Farrokh Mohammadzadeh Kouchri Systems, devices, and methods for managing call requests
JP2008197952A (en) * 2007-02-14 2008-08-28 Nippon Telegr & Teleph Corp <Ntt> Text segmentation method, its device, its program and computer readable recording medium
US8775365B2 (en) * 2010-03-07 2014-07-08 Hamid Hatami-Hanza Interactive and social knowledge discovery sessions
CN102017585B (en) * 2008-02-28 2015-05-06 计算机产品引进公司 Method and system for notification and telecommunications management
US8156120B2 (en) * 2008-10-22 2012-04-10 James Brady Information retrieval using user-generated metadata
US8166032B2 (en) * 2009-04-09 2012-04-24 MarketChorus, Inc. System and method for sentiment-based text classification and relevancy ranking
GB2472250A (en) * 2009-07-31 2011-02-02 Stephen Timothy Morris Method for determining document relevance
US20110093452A1 (en) * 2009-10-20 2011-04-21 Yahoo! Inc. Automatic comparative analysis
CA2720842A1 (en) * 2009-11-10 2011-05-10 Hamid Hatami-Hanza System and method for value significance evaluation of ontological subjects of network and the applications thereof
US8566360B2 (en) * 2010-05-28 2013-10-22 Drexel University System and method for automatically generating systematic reviews of a scientific field
US20120191745A1 (en) * 2011-01-24 2012-07-26 Yahoo!, Inc. Synthesized Suggestions for Web-Search Queries
GB201200158D0 (en) * 2012-01-05 2012-02-15 Rugerro Gramatica Dott Information network with linked information
US20150052098A1 (en) * 2012-04-05 2015-02-19 Thomson Licensing Contextually propagating semantic knowledge over large datasets
US20130318025A1 (en) * 2012-05-23 2013-11-28 Research In Motion Limited Apparatus, and associated method, for slicing and using knowledgebase
WO2014047725A1 (en) * 2012-09-28 2014-04-03 Alkis Papadopoullos Method and system for analysing sentiments
TWI477987B (en) * 2012-10-30 2015-03-21 Univ Ming Chuan Methods for sentimental analysis of news text
US9336192B1 (en) * 2012-11-28 2016-05-10 Lexalytics, Inc. Methods for analyzing text
CN103123620A (en) * 2012-12-11 2013-05-29 中国互联网新闻中心 Web text sentiment analysis method based on propositional logic
US9613619B2 (en) * 2013-10-30 2017-04-04 Genesys Telecommunications Laboratories, Inc. Predicting recognition quality of a phrase in automatic speech recognition systems
CN103678278A (en) * 2013-12-16 2014-03-26 中国科学院计算机网络信息中心 Chinese text emotion recognition method
US9653071B2 (en) * 2014-02-08 2017-05-16 Honda Motor Co., Ltd. Method and system for the correction-centric detection of critical speech recognition errors in spoken short messages

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US20170308523A1 (en) 2017-10-26

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