Sentiment analysis: mining opinions, sentiments, and emotions
Sentiment analysis is the computational study of people's opinions, sentiments, emotions, and attitudes. This fascinating problem is increasingly important in business and society. It offers numerous research challenges but promises insight useful to anyone interested in opinion analysis and so...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Cambridge University Press
2015
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 FUBA1 UBM01 UBT01 UER01 UPA01 UBW01 URL des Erstveröffentlichers |
| Zusammenfassung: | Sentiment analysis is the computational study of people's opinions, sentiments, emotions, and attitudes. This fascinating problem is increasingly important in business and society. It offers numerous research challenges but promises insight useful to anyone interested in opinion analysis and social media analysis. This book gives a comprehensive introduction to the topic from a primarily natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs that are commonly used to express opinions and sentiments. It covers all core areas of sentiment analysis, includes many emerging themes, such as debate analysis, intention mining, and fake-opinion detection, and presents computational methods to analyze and summarize opinions. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences |
| Beschreibung: | 1 Online-Ressource (XVI, 367 Seiten) Illustrationen |
| ISBN: | 9781139084789 |
| DOI: | 10.1017/CBO9781139084789 |
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| 520 | |a Sentiment analysis is the computational study of people's opinions, sentiments, emotions, and attitudes. This fascinating problem is increasingly important in business and society. It offers numerous research challenges but promises insight useful to anyone interested in opinion analysis and social media analysis. This book gives a comprehensive introduction to the topic from a primarily natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs that are commonly used to express opinions and sentiments. It covers all core areas of sentiment analysis, includes many emerging themes, such as debate analysis, intention mining, and fake-opinion detection, and presents computational methods to analyze and summarize opinions. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences | ||
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Datensatz im Suchindex
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| author | Liu, Bing 1963- |
| author_GND | (DE-588)1014900026 |
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| author_sort | Liu, Bing 1963- |
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| dewey-full | 006.3/12 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/12 |
| dewey-search | 006.3/12 |
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| discipline | Informatik Wirtschaftswissenschaften |
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| id | DE-604.BV043940432 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:13Z |
| institution | BVB |
| isbn | 9781139084789 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029349402 |
| oclc_num | 949921671 |
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| owner_facet | DE-12 DE-703 DE-29 DE-92 DE-19 DE-BY-UBM DE-739 DE-188 DE-20 |
| physical | 1 Online-Ressource (XVI, 367 Seiten) Illustrationen |
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| publishDate | 2015 |
| publishDateSearch | 2015 |
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| publisher | Cambridge University Press |
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| spelling | Liu, Bing 1963- Verfasser (DE-588)1014900026 aut Sentiment analysis mining opinions, sentiments, and emotions Bing Liu (University of Illinois at Chicago) New York, NY Cambridge University Press 2015 1 Online-Ressource (XVI, 367 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Sentiment analysis is the computational study of people's opinions, sentiments, emotions, and attitudes. This fascinating problem is increasingly important in business and society. It offers numerous research challenges but promises insight useful to anyone interested in opinion analysis and social media analysis. This book gives a comprehensive introduction to the topic from a primarily natural-language-processing point of view to help readers understand the underlying structure of the problem and the language constructs that are commonly used to express opinions and sentiments. It covers all core areas of sentiment analysis, includes many emerging themes, such as debate analysis, intention mining, and fake-opinion detection, and presents computational methods to analyze and summarize opinions. It will be a valuable resource for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences Datenverarbeitung Natural language processing (Computer science) Computational linguistics Public opinion / Data processing Data mining Information Extraction (DE-588)4566641-6 gnd rswk-swf Propositionale Einstellung (DE-588)4407952-7 gnd rswk-swf Information Extraction (DE-588)4566641-6 s Propositionale Einstellung (DE-588)4407952-7 s DE-604 Erscheint auch als Druck-Ausgabe 978-1-107-01789-4 https://doi.org/10.1017/CBO9781139084789 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Liu, Bing 1963- Sentiment analysis mining opinions, sentiments, and emotions Datenverarbeitung Natural language processing (Computer science) Computational linguistics Public opinion / Data processing Data mining Information Extraction (DE-588)4566641-6 gnd Propositionale Einstellung (DE-588)4407952-7 gnd |
| subject_GND | (DE-588)4566641-6 (DE-588)4407952-7 |
| title | Sentiment analysis mining opinions, sentiments, and emotions |
| title_auth | Sentiment analysis mining opinions, sentiments, and emotions |
| title_exact_search | Sentiment analysis mining opinions, sentiments, and emotions |
| title_full | Sentiment analysis mining opinions, sentiments, and emotions Bing Liu (University of Illinois at Chicago) |
| title_fullStr | Sentiment analysis mining opinions, sentiments, and emotions Bing Liu (University of Illinois at Chicago) |
| title_full_unstemmed | Sentiment analysis mining opinions, sentiments, and emotions Bing Liu (University of Illinois at Chicago) |
| title_short | Sentiment analysis |
| title_sort | sentiment analysis mining opinions sentiments and emotions |
| title_sub | mining opinions, sentiments, and emotions |
| topic | Datenverarbeitung Natural language processing (Computer science) Computational linguistics Public opinion / Data processing Data mining Information Extraction (DE-588)4566641-6 gnd Propositionale Einstellung (DE-588)4407952-7 gnd |
| topic_facet | Datenverarbeitung Natural language processing (Computer science) Computational linguistics Public opinion / Data processing Data mining Information Extraction Propositionale Einstellung |
| url | https://doi.org/10.1017/CBO9781139084789 |
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