Social data analytics:
This book is an introduction to social data analytics along with its challenges and opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on concepts, techniques and methods for organizing, curating, processing, analyzing, and visualizing big social data: from text t...
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
2022
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| Ausgabe: | First edition |
| Schlagworte: | |
| Zusammenfassung: | This book is an introduction to social data analytics along with its challenges and opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on concepts, techniques and methods for organizing, curating, processing, analyzing, and visualizing big social data: from text to image and video analytics. It provides novel techniques in storytelling with social data to facilitate the knowledge and fact discovery. The book covers a large body of knowledge that will help practitioners and researchers in understanding the underlying concepts, problems, methods, tools and techniques involved in modern social data analytics. It also provides real-world applications of social data analytics, including: Sales and Marketing, Influence Maximization, Situational Awareness, customer success and Segmentation, and performance analysis of the industry. It provides a deep knowledge in social data analytics by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in data science to graduate courses in data analytics |
| Beschreibung: | 1. Social Data Analytics: Challenges and Opportunities 2. Organizing Social Data 3. Curating Social Data 4. Social Media Text Analytics 5. Social Media Image and Video Analytics 6. Summarizing Social Data 7. Storytelling with Social Data 8. Social Data and Recommender Systems: The Future of Personalization 9. Social Data Analytics Applications |
| Beschreibung: | xii, 238 Seiten Illustrationen, Diagramme, Karten |
| ISBN: | 9781032196275 9781032196312 |
Internformat
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| id | DE-604.BV048419111 |
| illustrated | Illustrated |
| index_date | 2024-07-03T20:27:10Z |
| indexdate | 2024-07-10T09:37:41Z |
| institution | BVB |
| isbn | 9781032196275 9781032196312 |
| language | English |
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| physical | xii, 238 Seiten Illustrationen, Diagramme, Karten |
| publishDate | 2022 |
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| publisher | CRC Press, Taylor & Francis Group |
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| spelling | Beheshti, Amin Verfasser (DE-588)1273349369 aut Social data analytics Amin Beheshti, Samira Ghodratnama, Mehdi Elahi, Helia Farhood First edition Boca Raton ; London ; New York CRC Press, Taylor & Francis Group 2022 xii, 238 Seiten Illustrationen, Diagramme, Karten txt rdacontent n rdamedia nc rdacarrier 1. Social Data Analytics: Challenges and Opportunities 2. Organizing Social Data 3. Curating Social Data 4. Social Media Text Analytics 5. Social Media Image and Video Analytics 6. Summarizing Social Data 7. Storytelling with Social Data 8. Social Data and Recommender Systems: The Future of Personalization 9. Social Data Analytics Applications This book is an introduction to social data analytics along with its challenges and opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on concepts, techniques and methods for organizing, curating, processing, analyzing, and visualizing big social data: from text to image and video analytics. It provides novel techniques in storytelling with social data to facilitate the knowledge and fact discovery. The book covers a large body of knowledge that will help practitioners and researchers in understanding the underlying concepts, problems, methods, tools and techniques involved in modern social data analytics. It also provides real-world applications of social data analytics, including: Sales and Marketing, Influence Maximization, Situational Awareness, customer success and Segmentation, and performance analysis of the industry. It provides a deep knowledge in social data analytics by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in data science to graduate courses in data analytics Datenanalyse (DE-588)4123037-1 gnd rswk-swf Sozialdaten (DE-588)4484860-2 gnd rswk-swf Sozialdaten (DE-588)4484860-2 s Datenanalyse (DE-588)4123037-1 s DE-604 Ghodratnama, Samira Verfasser (DE-588)1273349490 aut Elahi, Mehdi Verfasser (DE-588)1273349539 aut Farhood, Helia Verfasser (DE-588)1273349776 aut Erscheint auch als Online-Ausgabe, ebk. 978-1-003-26014-1 |
| spellingShingle | Beheshti, Amin Ghodratnama, Samira Elahi, Mehdi Farhood, Helia Social data analytics Datenanalyse (DE-588)4123037-1 gnd Sozialdaten (DE-588)4484860-2 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4484860-2 |
| title | Social data analytics |
| title_auth | Social data analytics |
| title_exact_search | Social data analytics |
| title_exact_search_txtP | Social data analytics |
| title_full | Social data analytics Amin Beheshti, Samira Ghodratnama, Mehdi Elahi, Helia Farhood |
| title_fullStr | Social data analytics Amin Beheshti, Samira Ghodratnama, Mehdi Elahi, Helia Farhood |
| title_full_unstemmed | Social data analytics Amin Beheshti, Samira Ghodratnama, Mehdi Elahi, Helia Farhood |
| title_short | Social data analytics |
| title_sort | social data analytics |
| topic | Datenanalyse (DE-588)4123037-1 gnd Sozialdaten (DE-588)4484860-2 gnd |
| topic_facet | Datenanalyse Sozialdaten |
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