000 04626nam a22006495i 4500
001 978-3-642-14929-0
003 DE-He213
005 20240730183300.0
007 cr nn 008mamaa
008 100808s2010 gw | s |||| 0|eng d
020 _a9783642149290
_9978-3-642-14929-0
024 7 _a10.1007/978-3-642-14929-0
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
_2bicssc
072 7 _aCOM005000
_2bisacsh
072 7 _aUX
_2thema
082 0 4 _a005.3
_223
245 1 0 _aAdvances in Social Network Mining and Analysis
_h[electronic resource] :
_bSecond International Workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008. Revised Selected Papers /
_cedited by C. Lee Giles, Marc Smith, John Yen, Haizheng Zhang.
250 _a1st ed. 2010.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2010.
300 _aXI, 131 p. 47 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v5498
505 0 _aLeveraging Label-Independent Features for Classification in Sparsely Labeled Networks: An Empirical Study -- Community Detection Using a Measure of Global Influence -- Communication Dynamics of Blog Networks -- Finding Spread Blockers in Dynamic Networks -- Social Network Mining with Nonparametric Relational Models -- Using Friendship Ties and Family Circles for Link Prediction -- Information Theoretic Criteria for Community Detection.
520 _aThis year's volume of Advances in Social Network Analysis contains the p- ceedings for the Second International Workshop on Social Network Analysis (SNAKDD 2008). The annual workshop co-locates with the ACM SIGKDD - ternational Conference on Knowledge Discovery and Data Mining (KDD). The second SNAKDD workshop was held with KDD 2008 and received more than 32 submissions on social network mining and analysis topics. We accepted 11 regular papers and 8 short papers. Seven of the papers are included in this volume. In recent years, social network research has advanced signi?cantly, thanks to the prevalence of the online social websites and instant messaging systems as well as the availability of a variety of large-scale o?ine social network systems. These social network systems are usually characterized by the complex network structures and rich accompanying contextual information. Researchers are - creasingly interested in addressing a wide range of challenges residing in these disparate social network systems, including identifying common static topol- ical properties and dynamic properties during the formation and evolution of these social networks, and how contextual information can help in analyzing the pertaining socialnetworks.These issues haveimportant implications oncom- nitydiscovery,anomalydetection,trendpredictionandcanenhanceapplications in multiple domains such as information retrieval, recommendation systems, - curity and so on.
650 0 _aApplication software.
_9131311
650 0 _aArtificial intelligence.
_93407
650 0 _aDatabase management.
_93157
650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aData mining.
_93907
650 0 _aComputer networks .
_931572
650 1 4 _aComputer and Information Systems Applications.
_9131312
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aDatabase Management.
_93157
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aData Mining and Knowledge Discovery.
_9131313
650 2 4 _aComputer Communication Networks.
_9131314
700 1 _aGiles, C. Lee.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9131315
700 1 _aSmith, Marc.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9131316
700 1 _aYen, John.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_927442
700 1 _aZhang, Haizheng.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9131317
710 2 _aSpringerLink (Online service)
_9131318
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642149283
776 0 8 _iPrinted edition:
_z9783642149306
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v5498
_9131319
856 4 0 _uhttps://doi.org/10.1007/978-3-642-14929-0
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c91778
_d91778