SenticNet 3: A Common and Common-Sense Knowledge Base for Cognition-Driven Sentiment Analysis

被引：0

作者：

Cambria, Erik ^{[1
]}

Olsher, Daniel ^{[2
]}

Rajagopal, Dheeraj ^{[3
]}

机构：

[1] Nanyang Technol Univ, Sch Comp Engn, Singapore, Singapore

[2] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA

[3] Natl Univ Singapore, Temasek Labs, Singapore, Singapore

来源：

PROCEEDINGS OF THE TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE | 2014年

关键词：

OPINIONS; MODEL;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

SenticNet is a publicly available semantic and affective resource for concept-level sentiment analysis. Rather than using graph-mining and dimensionality-reduction techniques, SenticNet 3 makes use of 'energy flows' to connect various parts of extended common and common-sense knowledge representations to one another. SenticNet 3 models nuanced semantics and sentics (that is, the conceptual and affective information associated with multi-word natural language expressions), representing information with a symbolic opacity of an intermediate nature between that of neural networks and typical symbolic systems.

引用

页码：1515 / 1521

页数：7

共 50 条

[1] COMMON KNOWLEDGE, COMMON-SENSE
DUPUY, JP
THEORY AND DECISION, 1989, 27 (1-2) : 37 - 62
[2] Sentiment Analysis Using Common-Sense and Context Information
Agarwal, Basant
Mittal, Namita
Bansal, Pooja
Garg, Sonal
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2015, 2015
[3] SCIENTIFIC KNOWLEDGE AND THE STUDENTS COMMON-SENSE
SHCHERBAKOV, RN
RUSSIAN EDUCATION AND SOCIETY, 1994, 36 (11): : 27 - 42
[4] The situated common-sense knowledge in FunGramKB
Perinan-Pascual, Carlos
REVIEW OF COGNITIVE LINGUISTICS, 2012, 10 (01): : 184 - 214
[5] Affective Common Sense Knowledge Acquisition for Sentiment Analysis
Cambria, Erik
Xia, Yunqing
Hussain, Amir
LREC 2012 - EIGHTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2012, : 3580 - 3585
[6] INFORMATION DEPENDENT GAMES - CAN COMMON-SENSE BE COMMON KNOWLEDGE
GILBOA, I
SCHMEIDLER, D
ECONOMICS LETTERS, 1988, 27 (03) : 215 - 221
[7] COMMON-SENSE, FUNCTIONAL THEORIES, AND KNOWLEDGE OF THE MIND
VELMANS, M
BEHAVIORAL AND BRAIN SCIENCES, 1993, 16 (01) : 85 - 86
[8] Polarity Classification of Subjective Words Using Common-Sense Knowledge-Base
Sureka, Ashish
Goyal, Vikram
Correa, Denzil
Mondal, Anirban
ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, PROCEEDINGS, 2009, 5908 : 486 - 493
[9] Automatic Enrichment of WordNet with Common-Sense Knowledge
Di Caro, Luigi
Boella, Guido
LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2016, : 819 - 822
[10] Annotating Concept Abstractness by Common-Sense Knowledge
Mensa, Enrico
Porporato, Aureliano
Radicioni, Daniele P.
AI*IA 2018 - ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, 11298 : 415 - 428

← 1 2 3 4 5 →