Data mining approaches for big data and sentiment analysis in social media
"This book explores the key concepts of data mining and utilizing them on online social media platforms, offering valuable insight into data mining approaches for big data and sentiment analysis in online social media and covering many important security and other aspects and current trends
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| Format: | Elektronisch E-Book |
| Sprache: | English |
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IGI Global
2021
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| 245 | 1 | 0 | |a Data mining approaches for big data and sentiment analysis in social media |c Brij B. Gupta, Dragan Perakovic, Ahmed A. Abd El-Latif and Deepak Gupta, editors |
| 264 | 1 | |a Hershey, Pennsylvania |b IGI Global |c 2021 | |
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |a Chapter 1. Approaches and applications for sentiment analysis: a literature review -- Chapter 2. A survey on building recommendation systems using data mining techniques -- Chapter 3. A survey on sentiment analysis techniques for Twitter -- Chapter 4. Role of social media in the COVID-19 pandemic: a literature review -- Chapter 5. Data mining approaches for sentiment analysis in online social networks (OSNs) -- Chapter 6. Sentiment analysis and summarization of Facebook posts on news media -- Chapter 7. An improved cross-domain sentiment analysis based on a semi-supervised convolutional neural network -- Chapter 8. Detection of economy-related Turkish tweets based on machine learning approaches -- Chapter 9. The stakes of social media: analyzing user sentiments -- Chapter 10. Predicting catastrophic events using machine learning models for natural language processing -- Chapter 11. Clubhouse experience: sentiment analysis of an alternative platform from the eyes of classic social media users. - Mode of access: World Wide Web | ||
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| discipline | Informatik |
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| id | DE-604.BV047856167 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-24T09:10:53Z |
| institution | BVB |
| isbn | 9781799884156 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033238901 |
| oclc_num | 1304484270 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-12 DE-898 DE-BY-UBR DE-706 DE-573 DE-1050 DE-1049 DE-83 DE-1102 |
| owner_facet | DE-91 DE-BY-TUM DE-12 DE-898 DE-BY-UBR DE-706 DE-573 DE-1050 DE-1049 DE-83 DE-1102 |
| physical | 1 Online-Ressource (XVIII, 313 Seiten) |
| psigel | ZDB-98-IGB ZDB-1-IGE ZDB-1-IGE FAN_PDA_IGE_Kauf ZDB-98-IGB FHR_PDA_IGB_Kauf ZDB-98-IGB TUB_EBS_IGB ZDB-98-IGB TUM_Paketkauf |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | IGI Global |
| record_format | marc |
| spellingShingle | Data mining approaches for big data and sentiment analysis in social media Data mining Sentiment analysis Big data Big Data (DE-588)4802620-7 gnd Data Mining (DE-588)4428654-5 gnd Social Media (DE-588)4639271-3 gnd Stimmungsbild (DE-588)4662876-9 gnd |
| subject_GND | (DE-588)4802620-7 (DE-588)4428654-5 (DE-588)4639271-3 (DE-588)4662876-9 |
| title | Data mining approaches for big data and sentiment analysis in social media |
| title_auth | Data mining approaches for big data and sentiment analysis in social media |
| title_exact_search | Data mining approaches for big data and sentiment analysis in social media |
| title_full | Data mining approaches for big data and sentiment analysis in social media Brij B. Gupta, Dragan Perakovic, Ahmed A. Abd El-Latif and Deepak Gupta, editors |
| title_fullStr | Data mining approaches for big data and sentiment analysis in social media Brij B. Gupta, Dragan Perakovic, Ahmed A. Abd El-Latif and Deepak Gupta, editors |
| title_full_unstemmed | Data mining approaches for big data and sentiment analysis in social media Brij B. Gupta, Dragan Perakovic, Ahmed A. Abd El-Latif and Deepak Gupta, editors |
| title_short | Data mining approaches for big data and sentiment analysis in social media |
| title_sort | data mining approaches for big data and sentiment analysis in social media |
| topic | Data mining Sentiment analysis Big data Big Data (DE-588)4802620-7 gnd Data Mining (DE-588)4428654-5 gnd Social Media (DE-588)4639271-3 gnd Stimmungsbild (DE-588)4662876-9 gnd |
| topic_facet | Data mining Sentiment analysis Big data Big Data Data Mining Social Media Stimmungsbild |
| url | https://doi.org/10.4018/978-1-7998-8413-2 |
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