Sentiment analysis and ontology engineering: an environment of computational intelligence
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
|
| Schriftenreihe: | Studies in computational intelligence
volume 639 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | x, 456 Seiten Illustrationen (teilweise farbig) |
| ISBN: | 9783319303178 |
| ISSN: | 1860-949X |
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| 245 | 1 | 0 | |a Sentiment analysis and ontology engineering |b an environment of computational intelligence |c Witold Pedrycz, Shyi-Ming Chen, editors |
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
Fundamentals of Sentiment Analysis and Its Applications........... 1
Mohsen Farhadloo and Erik Rolland
Fundamentals of Sentiment Analysis: Concepts and Methodology......... 25
A.B. Pawar, M.A. Jawale and D.N. Kyatanavar
The Comprehension of Figurative Language: What Is the Influence
of Irony and Sarcasm on NLP Techniques?................................ 49
Leila Weitzel, Ronaldo Cristiano Prati and Raul Freire Aguiar
Probabilistic Approaches for Sentiment Analysis: Latent Diiichlet
Allocation for Ontology Building and Sentiment Extraction.............. 75
Francesco Colace, Massimo De Santo, Luca Greco, Vincenzo Moscato
and Antonio Picariello
Description Logic Class Expression Learning Applied
to Sentiment Analysis................................................ 93
Alberto Salguero and Macarena Espinilla
Capturing Digest Emotions by Means of Fuzzy Linguistic
Aggregation.................... . . ................................. 113
C. Brenga, A. Celotto, V. Loia and S. Senatore
Hyperelastic-Based Adaptive Dynamics Methodology in Knowledge
Acquisition for Computational Intelligence on Ontology Engineering
of Evolving Folksonomy Driven Environment............................. 141
Massimiliano Dal Mas
Sentiment-Oriented Information Retrieval: Affective Analysis
of Documents Based on the SenticNet Framework............... 175
Federica Bisio, Claudia Meda, Paolo Gastaldo, Rodolfo Zunino
and Erik Cambria
Interpretability of Computational Models for Sentiment Analysis...... 199
Han Liu, Mihaela Cocea and Alexander Gegov
ix
X
Contents
Chinese Micro-Blog Emotion Classification by Exploiting
Linguistic Features and SVMP^..................................... 221
Hua Xu, Fan Zhang, Jiushuo Wang and Weiwei Yang
Social Media and News Sentiment Analysis for Advanced
Investment Strategies............................................. 237
Steve Y. Yang and Sheung Yin Kevin Mo
Context Aware Customer Experience Management: A Development
Framework Based on Ontologies and Computational Intelligence....... 273
Hafedh Mili, Imen Benzarti, Marie-Jean Meurs, Abdellatif Obaid,
Javier Gonzalez-Huerta, Naijes Haj-Salem and Anis Boubaker
An Overview of Sentiment Analysis in Social Media and Its
Applications in Disaster Relief.................................... 313
Ghazaleh Beigi, Xia Hu, Ross Maciejewski and Huan Liu
Big Data Sentiment Analysis for Brand Monitoring
in Social Media Streams by Cloud Computing........................ 341
Francesco Benedetto and Antonio Tedeschi
Neuro-Fuzzy Sentiment Analysis for Customer Review Rating
Prediction....................................................... 379
Georgina Cosma and Giovanni Acampora
OntoLSA—An Integrated Text Mining System for Ontology
Learning and Sentiment Analysis.................................. 399
Ahmad Kamal, Muhammad Abulaish and Jahiruddin
Knowledge-Based Tweet Classification for Disease Sentiment
Monitoring ..................................................... 425
Xiang Ji, Soon Ae Chun and James Geller
Index
455
Studies in Computational intelligence 639
Witold Pedrycz • Shyi-Ming Chen Editors
Sentiment Analysis and Ontology Engineering
An Environment of Computational Intelligence
This edited volume provides the reader with a fully updated, in-depth treatise on
the emerging principles, conceptual underpinnings, algorithms and practice of
Computational Intelligence in the realization of concepts and implementation of
models of sentiment analysis and ontology—oriented engineering.
The volume involves studies devoted to key issues of sentiment analysis, sentiment
models, and ontology engineering. The book is structured into three main parts. The
first part offers a comprehensive and prudently structured exposure to the fundamentals
of sentiment analysis and natural language processing. The second part consists of
studies devoted to the concepts, methodologies, and algorithmic developments
elaborating on fuzzy linguistic aggregation to emotion analysis, carrying out
interpretability of computational sentiment models, emotion classification, sentiment-
oriented information retrieval, a methodology of adaptive dynamics in knowledge
acquisition. The third part includes a plethora of applications showing how sentiment
analysis and ontologies becomes successfully applied to investment strategies, customer
experience management, disaster relief, monitoring in social media, customer review
rating prediction, and ontology learning.
This book is aimed at a broad audience of researchers and practitioners. Readers
involved in intelligent systems, data analysis, Internet engineering, Computational
Intelligence, and knowledge-based systems will benefit from the exposure to the subject
matter. The book may also serve as a highly useful reference material for graduate
students and senior undergraduate students.
|
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| spelling | Sentiment analysis and ontology engineering an environment of computational intelligence Witold Pedrycz, Shyi-Ming Chen, editors [Cham] Springer [2016] © 2016 x, 456 Seiten Illustrationen (teilweise farbig) txt rdacontent n rdamedia nc rdacarrier Studies in computational intelligence volume 639 1860-949X Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Ontologie (DE-588)4075660-9 gnd rswk-swf Gefühlsausdruck (DE-588)4156267-7 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Künstliche Intelligenz (DE-588)4033447-8 s Gefühlsausdruck (DE-588)4156267-7 s Maschinelles Sehen (DE-588)4129594-8 s Ontologie (DE-588)4075660-9 s DE-604 Pedrycz, Witold 1953- (DE-588)122838203 edt Chen, Shyi-Ming (DE-588)1097439267 edt Erscheint auch als Online-Ausgabe 978-3-319-30319-2 Studies in computational intelligence volume 639 (DE-604)BV020822171 639 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028935654&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028935654&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Sentiment analysis and ontology engineering an environment of computational intelligence Studies in computational intelligence Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Maschinelles Sehen (DE-588)4129594-8 gnd Ontologie (DE-588)4075660-9 gnd Gefühlsausdruck (DE-588)4156267-7 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
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| title | Sentiment analysis and ontology engineering an environment of computational intelligence |
| title_auth | Sentiment analysis and ontology engineering an environment of computational intelligence |
| title_exact_search | Sentiment analysis and ontology engineering an environment of computational intelligence |
| title_full | Sentiment analysis and ontology engineering an environment of computational intelligence Witold Pedrycz, Shyi-Ming Chen, editors |
| title_fullStr | Sentiment analysis and ontology engineering an environment of computational intelligence Witold Pedrycz, Shyi-Ming Chen, editors |
| title_full_unstemmed | Sentiment analysis and ontology engineering an environment of computational intelligence Witold Pedrycz, Shyi-Ming Chen, editors |
| title_short | Sentiment analysis and ontology engineering |
| title_sort | sentiment analysis and ontology engineering an environment of computational intelligence |
| title_sub | an environment of computational intelligence |
| topic | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Maschinelles Sehen (DE-588)4129594-8 gnd Ontologie (DE-588)4075660-9 gnd Gefühlsausdruck (DE-588)4156267-7 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz Maschinelles Sehen Ontologie Gefühlsausdruck Aufsatzsammlung |
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