Social media mining : an introduction / Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe.
Zafarani, Reza, 1983-| Call Number | 006.3/12 |
| Author | Zafarani, Reza, 1983- author. |
| Title | Social media mining : an introduction / Reza Zafarani, Arizona State University, Tempe, Mohammad Ali Abbasi, Arizona State University, Tempe, Huan Liu, Arizona State University, Tempe. |
| Physical Description | 1 online resource (xvi, 320 pages) : digital, PDF file(s). |
| Notes | Title from publisher's bibliographic system (viewed on 05 Oct 2015). |
| Summary | 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. |
| Added Author | Abbasi, Mohammad Ali, 1975- author. Liu, Huan, 1958- author. |
| Subject | DATA MINING. Social media Research. Behavioral assessment Data processing. Webometrics. |
| Multimedia |
Total Ratings:
0
02554nam a22003978i 4500
001
vtls001585292
003
VRT
005
20200921122500.0
006
m|||||o||d||||||||
007
cr||||||||||||
008
200921s2014||||enk o ||1 0|eng|d
020
$a 9781139088510 (ebook)
020
$z 9781107018853 (hardback)
035
$a (UkCbUP)CR9781139088510
039
9
$y 202009211225 $z santha
040
$a UkCbUP $b eng $e rda $c UkCbUP
050
0
0
$a QA76.9.D343 $b Z34 2014
082
0
0
$a 006.3/12 $2 23
100
1
$a Zafarani, Reza, $d 1983- $e author.
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.
264
1
$a Cambridge : $b Cambridge University Press, $c 2014.
300
$a 1 online resource (xvi, 320 pages) : $b digital, PDF file(s).
336
$a text $b txt $2 rdacontent
337
$a computer $b c $2 rdamedia
338
$a online resource $b cr $2 rdacarrier
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
0
$a DATA MINING.
650
0
$a Social media $x Research.
650
0
$a Behavioral assessment $x Data processing.
650
0
$a Webometrics.
700
1
$a Abbasi, Mohammad Ali, $d 1975- $e author.
700
1
$a Liu, Huan, $d 1958- $e author.
776
0
8
$i Print version: $z 9781107018853
856
4
0
$u https://doi.org/10.1017/CBO9781139088510
999
$a VIRTUA
No Reviews to Display
| Summary | 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. |
| Notes | Title from publisher's bibliographic system (viewed on 05 Oct 2015). |
| Subject | DATA MINING. Social media Research. Behavioral assessment Data processing. Webometrics. |
| Multimedia |