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

A method and system for sentiment classification and emotion classification

Info

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
Authority
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
Original Assignee
Agency Science Tech & Res
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority to SG10201407766R priority Critical
Application filed by Agency Science Tech & Res filed Critical Agency Science Tech & Res
Priority to PCT/SG2015/050469 priority patent/WO2016085409A1/en
Publication of SG11201704150WA publication Critical patent/SG11201704150WA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/30Semantic analysis
    • G06F40/35Discourse or dialogue representation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/205Parsing
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/232Orthographic correction, e.g. spell checking or vowelisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/237Lexical tools
    • G06F40/242Dictionaries
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/253Grammatical analysis; Style critique
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities
    • G06F40/289Phrasal analysis, e.g. finite state techniques or chunking
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation, e.g. computer aided management of electronic mail or groupware; Time management, e.g. calendars, reminders, meetings or time accounting
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce, e.g. shopping or e-commerce
    • G06Q30/02Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
    • G06Q30/0201Market data gathering, market analysis or market modelling
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/01Social networking
SG11201704150WA 2014-11-24 2015-11-24 A method and system for sentiment classification and emotion classification SG11201704150WA (en)

Priority Applications (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

ID=56074788

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201704150WA SG11201704150WA (en) 2014-11-24 2015-11-24 A method and system for sentiment classification and emotion classification

Country Status (3)

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

Families Citing this family (28)

* 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
WO2018009231A1 (en) 2016-07-08 2018-01-11 Asapp, Inc. Automatically responding to a request of a user
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
US10257150B2 (en) * 2017-06-19 2019-04-09 Christopher Keith Skeene Comment lock for social network media streaming
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
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
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
US10747957B2 (en) 2018-11-13 2020-08-18 Asapp, Inc. Processing communications using a prototype classifier
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
WO2021042160A1 (en) * 2019-09-02 2021-03-11 Ozecom Pty Ltd A text classification method
US11049510B1 (en) * 2020-12-02 2021-06-29 Lucas GC Limited Method and apparatus for artificial intelligence (AI)-based computer-aided persuasion system (CAPS)

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
WO2009108951A1 (en) * 2008-02-28 2009-09-03 Richard Leeds 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
US8401980B2 (en) * 2009-11-10 2013-03-19 Hamid Hatama-Hanza Methods for determining context of compositions of ontological subjects and the applications thereof using value significance measures (VSMS), co-occurrences, and frequency of occurrences of the ontological subjects
US8775365B2 (en) * 2010-03-07 2014-07-08 Hamid Hatami-Hanza Interactive and social knowledge discovery sessions
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
WO2013151546A1 (en) * 2012-04-05 2013-10-10 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
US10402745B2 (en) * 2012-09-28 2019-09-03 Semeon Analytics Inc. 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

Also Published As

Publication number Publication date
US20170308523A1 (en) 2017-10-26
WO2016085409A1 (en) 2016-06-02

Similar Documents

Publication Publication Date Title
SG11201704150WA (en) A method and system for sentiment classification and emotion classification
IL250829D0 (en) Sentiment rating system and method
PL3066591T4 (en) Systems and methods for image-feature-based recognition
GB201700115D0 (en) System and method for generating task-embeded documents
HK1222062A1 (en) Method and device for information process
SG11201609855WA (en) Information processing apparatus and information processing method
ZA201607536B (en) Arrangement and method for identifying fingerprints
SG11201610951UA (en) Information processing apparatus and information processing method
SG11201704392QA (en) Method and apparatus for processing voice information
EP3116664A4 (en) Method and apparatus for sorting
HK1215826A1 (en) Method for securing information and apparatus thereof
GB201500628D0 (en) Information processing apparatus and information processing method
SG10201503996XA (en) Method for processing local information
HK1221798A1 (en) Method and apparatus for information matching
HK1211111A1 (en) Method and apparatus for sorting objects
SG11201606186WA (en) Remittance system and method
HK1224394A1 (en) Method and device for recommending information
EP3080996A4 (en) Apparatus and method for providing information
EP3186804A4 (en) Method for text processing
HK1221807A1 (en) Method and device for providing information
SG11201606468XA (en) Device for providing electric-moving-body information and method for providing electric-moving-body information
ZA201706850B (en) System and method for processing vouchers
GB2539333B (en) Method and apparatus for providing emergency information
HK1221535A1 (en) Method and device for inputting information
HK1221828A1 (en) Method and device for information interaction