Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
2015
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| Schriftenreihe: | Socio-Affective Computing
1 |
| Schlagworte: | |
| Online-Zugang: | TUM01 UBT01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource (XXII, 176 p. 54 illus., 40 illus. in color) |
| ISBN: | 9783319236544 |
| DOI: | 10.1007/978-3-319-23654-4 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804175846566526976 |
|---|---|
| adam_text | SENTIC COMPUTING
/ CAMBRIA, ERIK
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
SENTICNET
SENTIC PATTERNS
SENTIC APPLICATIONS
CONCLUSION
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SENTIC COMPUTING
/ CAMBRIA, ERIK
: 2015
ABSTRACT / INHALTSTEXT
THIS VOLUME PRESENTS A KNOWLEDGE-BASED APPROACH TO CONCEPT-LEVEL
SENTIMENT ANALYSIS AT THE CROSSROADS BETWEEN AFFECTIVE COMPUTING,
INFORMATION EXTRACTION, AND COMMON-SENSE COMPUTING, WHICH EXPLOITS BOTH
COMPUTER AND SOCIAL SCIENCES TO BETTER INTERPRET AND PROCESS INFORMATION
ON THE WEB. CONCEPT-LEVEL SENTIMENT ANALYSIS GOES BEYOND A MERE
WORD-LEVEL ANALYSIS OF TEXT IN ORDER TO ENABLE A MORE EFFICIENT PASSAGE
FROM (UNSTRUCTURED) TEXTUAL INFORMATION TO (STRUCTURED)
MACHINE-PROCESSABLE DATA, IN POTENTIALLY ANY DOMAIN. READERS WILL
DISCOVER THE FOLLOWING KEY NOVELTIES, THAT MAKE THIS APPROACH SO UNIQUE
AND AVANT-GARDE, BEING REVIEWED AND DISCUSSED: • SENTIC
COMPUTING S MULTI-DISCIPLINARY APPROACH TO
SENTIMENTANALYSIS-EVIDENCED BYTHE CONCOMITANT USE OF AI,
LINGUISTICS AND PSYCHOLOGY FOR KNOWLEDGE REPRESENTATION AND INFERENCE
• SENTIC COMPUTING’S SHIFT FROM SYNTAX TO SEMANTICS-ENABLED BY
THE ADOPTION OF THE BAG-OF-CONCEPTS MODEL INSTEAD OF SIMPLY COUNTING
WORD CO-OCCURRENCE FREQUENCIES IN TEXT • SENTIC COMPUTING S SHIFT
FROM STATISTICS TO LINGUISTICS-IMPLEMENTED BY ALLOWING SENTIMENTS TO
FLOW FROM CONCEPT TO CONCEPT BASED ON THE DEPENDENCY RELATION BETWEEN
CLAUSES THIS VOLUME IS THE FIRST IN THE SERIES SOCIO-AFFECTIVE COMPUTING
EDITED BYDR AMIR HUSSAIN AND DR ERIK CAMBRIAAND WILL BE OF
INTEREST TO RESEARCHERS IN THE FIELDS OF SOCIALLY INTELLIGENT, AFFECTIVE
AND MULTIMODAL HUMAN-MACHINE INTERACTION AND SYSTEMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Cambria, Erik Hussain, Amir |
| author_facet | Cambria, Erik Hussain, Amir |
| author_role | aut aut |
| author_sort | Cambria, Erik |
| author_variant | e c ec a h ah |
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| dewey-full | 612.8 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 612 - Human physiology |
| dewey-raw | 612.8 |
| dewey-search | 612.8 |
| dewey-sort | 3612.8 |
| dewey-tens | 610 - Medicine and health |
| discipline | Biologie Medizin |
| doi_str_mv | 10.1007/978-3-319-23654-4 |
| format | Electronic eBook |
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| id | DE-604.BV043309581 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:22:47Z |
| institution | BVB |
| isbn | 9783319236544 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028730270 |
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| owner_facet | DE-91 DE-BY-TUM DE-703 |
| physical | 1 Online Ressource (XXII, 176 p. 54 illus., 40 illus. in color) |
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| publishDate | 2015 |
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| publisher | Springer |
| record_format | marc |
| series | Socio-Affective Computing |
| series2 | Socio-Affective Computing |
| spelling | Cambria, Erik Verfasser aut Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis Erik Cambria, Amir Hussain Cham Springer 2015 1 Online Ressource (XXII, 176 p. 54 illus., 40 illus. in color) txt rdacontent c rdamedia cr rdacarrier Socio-Affective Computing 1 Medicine Neurosciences Data mining Semantics Cognitive psychology Biomedicine Data Mining and Knowledge Discovery Cognitive Psychology Medizin Hussain, Amir Verfasser aut Erscheint auch als Druckausgabe 978-3-319-23653-7 Socio-Affective Computing 1 (DE-604)BV043312289 1 https://doi.org/10.1007/978-3-319-23654-4 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730270&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730270&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Cambria, Erik Hussain, Amir Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis Socio-Affective Computing Medicine Neurosciences Data mining Semantics Cognitive psychology Biomedicine Data Mining and Knowledge Discovery Cognitive Psychology Medizin |
| title | Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis |
| title_auth | Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis |
| title_exact_search | Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis |
| title_full | Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis Erik Cambria, Amir Hussain |
| title_fullStr | Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis Erik Cambria, Amir Hussain |
| title_full_unstemmed | Sentic Computing A Common-Sense-Based Framework for Concept-Level Sentiment Analysis Erik Cambria, Amir Hussain |
| title_short | Sentic Computing |
| title_sort | sentic computing a common sense based framework for concept level sentiment analysis |
| title_sub | A Common-Sense-Based Framework for Concept-Level Sentiment Analysis |
| topic | Medicine Neurosciences Data mining Semantics Cognitive psychology Biomedicine Data Mining and Knowledge Discovery Cognitive Psychology Medizin |
| topic_facet | Medicine Neurosciences Data mining Semantics Cognitive psychology Biomedicine Data Mining and Knowledge Discovery Cognitive Psychology Medizin |
| url | https://doi.org/10.1007/978-3-319-23654-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730270&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028730270&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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