{"id":"https://openalex.org/W2546882502","doi":"https://doi.org/10.1109/socialcom.2013.16","title":"Using Stochastic Models to Predict User Response in Social Media","display_name":"Using Stochastic Models to Predict User Response in Social Media","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2546882502","doi":"https://doi.org/10.1109/socialcom.2013.16","mag":"2546882502"},"language":"en","primary_location":{"id":"doi:10.1109/socialcom.2013.16","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socialcom.2013.16","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Social Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075372235","display_name":"Tad Hogg","orcid":"https://orcid.org/0000-0001-8452-399X"},"institutions":[{"id":"https://openalex.org/I4210087904","display_name":"Institute for Molecular Manufacturing","ror":"https://ror.org/0022jb369","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210087904"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tad Hogg","raw_affiliation_strings":["Institute for Molecular Manufacturing Palo Alto, CA"],"affiliations":[{"raw_affiliation_string":"Institute for Molecular Manufacturing Palo Alto, CA","institution_ids":["https://openalex.org/I4210087904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049634383","display_name":"Kristina Lerman","orcid":"https://orcid.org/0000-0002-5071-0575"},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristina Lerman","raw_affiliation_strings":["Information Sciences Institute Marina Del Rey, CA"],"affiliations":[{"raw_affiliation_string":"Information Sciences Institute Marina Del Rey, CA","institution_ids":["https://openalex.org/I2801204180"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048159177","display_name":"Laura Mazzoli Smith","orcid":"https://orcid.org/0000-0001-9391-6613"},"institutions":[{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura M. Smith","raw_affiliation_strings":["Information Sciences Institute Marina Del Rey, CA"],"affiliations":[{"raw_affiliation_string":"Information Sciences Institute Marina Del Rey, CA","institution_ids":["https://openalex.org/I2801204180"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075372235"],"corresponding_institution_ids":["https://openalex.org/I4210087904"],"apc_list":null,"apc_paid":null,"fwci":1.2471,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81270366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7682141065597534},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7066285014152527},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.6121747493743896},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.5832631587982178},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.5608446598052979},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.44742634892463684},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.4277501106262207},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4174472689628601},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.3726913630962372},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34555912017822266}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682141065597534},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7066285014152527},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.6121747493743896},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.5832631587982178},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.5608446598052979},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.44742634892463684},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.4277501106262207},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4174472689628601},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.3726913630962372},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34555912017822266},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/socialcom.2013.16","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socialcom.2013.16","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Social Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1682176785","https://openalex.org/W1959141096","https://openalex.org/W1974676676","https://openalex.org/W2042740312","https://openalex.org/W2053066238","https://openalex.org/W2058105398","https://openalex.org/W2066931620","https://openalex.org/W2089192108","https://openalex.org/W2095817904","https://openalex.org/W2109207218","https://openalex.org/W2109603058","https://openalex.org/W2120062331","https://openalex.org/W2123768198","https://openalex.org/W2130726349","https://openalex.org/W2135790056","https://openalex.org/W2143551222","https://openalex.org/W2552455004","https://openalex.org/W2949976336","https://openalex.org/W2963057722","https://openalex.org/W2963711526","https://openalex.org/W6641323796","https://openalex.org/W6663823234"],"related_works":["https://openalex.org/W2893969762","https://openalex.org/W3048212026","https://openalex.org/W4394789918","https://openalex.org/W3216880090","https://openalex.org/W4375935421","https://openalex.org/W1590657835","https://openalex.org/W2751424329","https://openalex.org/W1992024221","https://openalex.org/W2741711008","https://openalex.org/W145924344"],"abstract_inverted_index":{"User":[0],"response":[1,141],"to":[2,50,64,89,98,109],"contributed":[3],"content":[4,48],"in":[5],"online":[6],"social":[7],"media":[8],"depends":[9],"on":[10,95],"many":[11,30],"factors.":[12],"These":[13],"include":[14],"how":[15,22,29,35,43,100],"the":[16,24,27,32,47,51,67,87,110,128],"site":[17],"lays":[18],"out":[19],"new":[20],"content,":[21],"frequently":[23],"user":[25,33,69,72,119,126],"visits":[26],"site,":[28],"friends":[31,38],"follows,":[34],"active":[36],"these":[37],"are,":[39],"as":[40,42],"well":[41],"interesting":[44],"or":[45],"useful":[46],"is":[49],"user.":[52],"We":[53,85,113],"present":[54],"a":[55,61,76,106,116,125,134],"stochastic":[56],"modeling":[57],"framework":[58],"that":[59,115,121,144],"relates":[60],"user's":[62],"behavior":[63,120],"details":[65],"of":[66,92,102,118,136],"site's":[68],"interface":[70],"and":[71,74],"activity":[73],"describe":[75],"procedure":[77],"for":[78,105,124],"estimating":[79],"model":[80,88,117],"parameters":[81],"from":[82],"available":[83],"data.":[84],"apply":[86],"study":[90],"discussions":[91],"controversial":[93],"topics":[94],"Twitter,":[96],"specifically,":[97],"predict":[99],"followers":[101],"an":[103],"advocate":[104],"topic":[107],"respond":[108],"advocate's":[111,129],"posts.":[112],"show":[114],"explicitly":[122],"accounts":[123],"discovering":[127],"post":[130],"by":[131],"scanning":[132],"through":[133],"list":[135],"newer":[137],"posts,":[138],"better":[139],"predicts":[140],"than":[142],"models":[143],"do":[145],"not.":[146]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}