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:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2014
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 UER01 URL des Erstveröffentlichers |
| 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 |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (xvi, 320 Seiten) |
| ISBN: | 9781139088510 |
| DOI: | 10.1017/CBO9781139088510 |
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| 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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| 500 | |a Title from publisher's bibliographic system (viewed on 05 Oct 2015) | ||
| 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 | ||
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Social media / Research | |
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| 650 | 4 | |a Webometrics | |
| 700 | 1 | |a Abbasi, Mohammad Ali |d 1975- |e Sonstige |4 oth | |
| 700 | 1 | |a Liu, Huan |d 1958- |e Sonstige |4 oth | |
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| author_facet | Zafarani, Reza 1983- |
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| dewey-full | 006.3/12 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| dewey-search | 006.3/12 |
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| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Wirtschaftswissenschaften |
| doi_str_mv | 10.1017/CBO9781139088510 |
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| indexdate | 2024-07-10T07:39:21Z |
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| isbn | 9781139088510 |
| language | English |
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| spelling | Zafarani, Reza 1983- Verfasser aut 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 resource (xvi, 320 Seiten) txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) 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 Datenverarbeitung Data mining Social media / Research Behavioral assessment / Data processing Webometrics Abbasi, Mohammad Ali 1975- Sonstige oth Liu, Huan 1958- Sonstige oth Erscheint auch als Druckausgabe 978-1-107-01885-3 https://doi.org/10.1017/CBO9781139088510 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Zafarani, Reza 1983- Social media mining an introduction Datenverarbeitung Data mining Social media / Research Behavioral assessment / Data processing Webometrics |
| 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 |
| topic | Datenverarbeitung Data mining Social media / Research Behavioral assessment / Data processing Webometrics |
| topic_facet | Datenverarbeitung Data mining Social media / Research Behavioral assessment / Data processing Webometrics |
| url | https://doi.org/10.1017/CBO9781139088510 |
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