Social media mining: an introduction
The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. Understanding and processing this new type of data t...
Gespeichert in:
| Beteilige Person: | |
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| Weitere beteiligte Personen: | , |
| Format: | E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2014
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| Links: | https://doi.org/10.1017/CBO9781139088510 |
| Zusammenfassung: | The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. Understanding and processing this new type of data to glean actionable patterns presents challenges and opportunities for interdisciplinary research, novel algorithms and tool development. Social Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining. Suitable for use in advanced undergraduate and beginning graduate courses as well as professional short courses, the text contains exercises of different degrees of difficulty that improve understanding and help apply concepts, principles and methods for social media mining. |
| Umfang: | 1 Online-Ressource (xvi, 320 Seiten) |
| ISBN: | 9781139088510 |
Internformat
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| 100 | 1 | |a Zafarani, Reza |d 1983- | |
| 245 | 1 | 0 | |a Social media mining |b an introduction |c Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe |
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| 520 | |a The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. Understanding and processing this new type of data to glean actionable patterns presents challenges and opportunities for interdisciplinary research, novel algorithms and tool development. Social Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining. Suitable for use in advanced undergraduate and beginning graduate courses as well as professional short courses, the text contains exercises of different degrees of difficulty that improve understanding and help apply concepts, principles and methods for social media mining. | ||
| 700 | 1 | |a Abbasi, Mohammad Ali |d 1975- | |
| 700 | 1 | |a Liu, Huan |d 1958- | |
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| spelling | Zafarani, Reza 1983- Social media mining an introduction Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe Cambridge Cambridge University Press 2014 1 Online-Ressource (xvi, 320 Seiten) txt c cr The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. Understanding and processing this new type of data to glean actionable patterns presents challenges and opportunities for interdisciplinary research, novel algorithms and tool development. Social Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining. Suitable for use in advanced undergraduate and beginning graduate courses as well as professional short courses, the text contains exercises of different degrees of difficulty that improve understanding and help apply concepts, principles and methods for social media mining. Abbasi, Mohammad Ali 1975- Liu, Huan 1958- Erscheint auch als Druck-Ausgabe 9781107018853 |
| spellingShingle | Zafarani, Reza 1983- Social media mining an introduction |
| title | Social media mining an introduction |
| title_auth | Social media mining an introduction |
| title_exact_search | Social media mining an introduction |
| title_full | Social media mining an introduction Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe |
| title_fullStr | Social media mining an introduction Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe |
| title_full_unstemmed | Social media mining an introduction Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe |
| title_short | Social media mining |
| title_sort | social media mining an introduction |
| title_sub | an introduction |
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