{"id":"https://openalex.org/W2096135266","doi":"https://doi.org/10.1145/1772690.1772754","title":"Using a model of social dynamics to predict popularity of news","display_name":"Using a model of social dynamics to predict popularity of news","publication_year":2010,"publication_date":"2010-04-26","ids":{"openalex":"https://openalex.org/W2096135266","doi":"https://doi.org/10.1145/1772690.1772754","mag":"2096135266"},"language":"en","primary_location":{"id":"doi:10.1145/1772690.1772754","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","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/A5049634383","display_name":"Kristina Lerman","orcid":"https://orcid.org/0000-0002-5071-0575"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kristina Lerman","raw_affiliation_strings":["USC Information Sciences Institute, Marina del Rey, CA, USA"],"affiliations":[{"raw_affiliation_string":"USC Information Sciences Institute, Marina del Rey, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075372235","display_name":"Tad Hogg","orcid":"https://orcid.org/0000-0001-8452-399X"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tad Hogg","raw_affiliation_strings":["HP Labs, Palo Alto, CA, USA","HP Labs, Palo ALto, CA, USA"],"affiliations":[{"raw_affiliation_string":"HP Labs, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]},{"raw_affiliation_string":"HP Labs, Palo ALto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049634383"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.5181,"has_fulltext":false,"cited_by_count":300,"citation_normalized_percentile":{"value":0.99464462,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"621","last_page":"630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9994999766349792,"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":0.9854000210762024,"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/popularity","display_name":"Popularity","score":0.9711792469024658},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7586386203765869},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7483779788017273},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.589664876461029},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5425049662590027},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.46965208649635315},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4629448652267456},{"id":"https://openalex.org/keywords/social-dynamics","display_name":"Social dynamics","score":0.4470660984516144},{"id":"https://openalex.org/keywords/social-media-optimization","display_name":"Social media optimization","score":0.43340903520584106},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3492123484611511},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23269900679588318},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.152565598487854}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9711792469024658},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7586386203765869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7483779788017273},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.589664876461029},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5425049662590027},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.46965208649635315},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4629448652267456},{"id":"https://openalex.org/C67469775","wikidata":"https://www.wikidata.org/wiki/Q304922","display_name":"Social dynamics","level":2,"score":0.4470660984516144},{"id":"https://openalex.org/C60136833","wikidata":"https://www.wikidata.org/wiki/Q1071262","display_name":"Social media optimization","level":3,"score":0.43340903520584106},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3492123484611511},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23269900679588318},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.152565598487854},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1772690.1772754","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1772690.1772754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th international conference on World wide web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W118766000","https://openalex.org/W1963699033","https://openalex.org/W1994473607","https://openalex.org/W2000042664","https://openalex.org/W2007590415","https://openalex.org/W2042123098","https://openalex.org/W2042408065","https://openalex.org/W2058465497","https://openalex.org/W2061820396","https://openalex.org/W2070366435","https://openalex.org/W2089192108","https://openalex.org/W2098479684","https://openalex.org/W2101979578","https://openalex.org/W2114900777","https://openalex.org/W2118090736","https://openalex.org/W2124301083","https://openalex.org/W2130726349","https://openalex.org/W2138899136","https://openalex.org/W2141403143","https://openalex.org/W2147453867","https://openalex.org/W2150412428","https://openalex.org/W2161775196","https://openalex.org/W2406592771","https://openalex.org/W2963057722","https://openalex.org/W3103362336","https://openalex.org/W3125952634","https://openalex.org/W4285719527","https://openalex.org/W6604866769","https://openalex.org/W6675407067"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W4320180772","https://openalex.org/W4299695679"],"abstract_inverted_index":{"Popularity":[0],"of":[1,16,75,79,124,144,176],"content":[2,58,80,93],"in":[3,81],"social":[4,35,82,97,168,177],"media":[5,36,98],"is":[6,27,85],"unequally":[7],"distributed,":[8],"with":[9],"some":[10],"items":[11,23],"receiving":[12],"a":[13,117,173],"disproportionate":[14],"share":[15],"attention":[17],"from":[18,158],"users.":[19,40,107],"Predicting":[20,77],"which":[21],"newly-submitted":[22],"will":[24],"become":[25],"popular":[26],"critically":[28],"important":[29,68],"for":[30,55,70],"both":[31],"companies":[32,48],"that":[33,121],"host":[34],"sites":[37,129],"and":[38,42,104],"their":[39],"Accurate":[41],"timely":[43],"prediction":[44],"would":[45,63],"enable":[46],"the":[47,72,89,96,145,159,167,181],"to":[49,57,88,101,114,138],"maximize":[50],"revenue":[51],"through":[52],"differential":[53],"pricing":[54],"access":[56],"or":[59],"ad":[60],"placement.":[61],"Prediction":[62],"also":[64],"give":[65],"consumers":[66],"an":[67],"tool":[69],"filtering":[71],"ever-growing":[73],"amount":[74],"content.":[76,140],"popularity":[78,116,132],"media,":[83],"however,":[84],"challenging":[86],"due":[87],"complex":[90],"interactions":[91],"among":[92,106],"quality,":[94],"how":[95],"site":[99,147],"chooses":[100],"highlight":[102],"content,":[103],"influence":[105],"While":[108],"these":[109,128],"factors":[110],"make":[111],"it":[112],"difficult":[113],"predict":[115],"priori,":[118],"we":[119],"show":[120],"stochastic":[122],"models":[123,150],"user":[125,136,183],"behavior":[126],"on":[127,134,152,155,166,180],"allows":[130],"predicting":[131],"based":[133,154,179],"early":[135,160],"reactions":[137],"new":[139],"By":[141],"incorporating":[142],"aspects":[143],"web":[146],"design,":[148],"such":[149],"improve":[151],"predictions":[153],"simply":[156],"extrapolating":[157],"votes.":[161],"We":[162],"validate":[163],"this":[164],"claim":[165],"news":[169],"portal":[170],"Digg":[171,182],"using":[172],"previously-developed":[174],"model":[175],"voting":[178],"interface.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":32},{"year":2016,"cited_by_count":30},{"year":2015,"cited_by_count":25},{"year":2014,"cited_by_count":46},{"year":2013,"cited_by_count":23},{"year":2012,"cited_by_count":30}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}