{"id":"https://openalex.org/W2038891404","doi":"https://doi.org/10.1145/2169095.2169097","title":"Analyzing patterns of information cascades based on users' influence and posting behaviors","display_name":"Analyzing patterns of information cascades based on users' influence and posting behaviors","publication_year":2012,"publication_date":"2012-04-17","ids":{"openalex":"https://openalex.org/W2038891404","doi":"https://doi.org/10.1145/2169095.2169097","mag":"2038891404"},"language":"en","primary_location":{"id":"doi:10.1145/2169095.2169097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2169095.2169097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Temporal Web Analytics Workshop","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/A5080006981","display_name":"Geerajit Rattanaritnont","orcid":null},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Geerajit Rattanaritnont","raw_affiliation_strings":["The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005790090","display_name":"Masashi Toyoda","orcid":"https://orcid.org/0000-0001-9473-5531"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Toyoda","raw_affiliation_strings":["The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056438865","display_name":"Masaru Kitsuregawa","orcid":"https://orcid.org/0000-0003-4027-2994"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaru Kitsuregawa","raw_affiliation_strings":["The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo, Komaba, Meguro-ku, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080006981"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.2425,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54997541,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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":0.9995999932289124,"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":0.9907000064849854,"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/cascade","display_name":"Cascade","score":0.9462502002716064},{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.8629428744316101},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6804242134094238},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5082037448883057},{"id":"https://openalex.org/keywords/phenomenon","display_name":"Phenomenon","score":0.47903814911842346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3235950469970703},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14971786737442017},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.09844970703125},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08317452669143677}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.9462502002716064},{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.8629428744316101},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6804242134094238},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5082037448883057},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.47903814911842346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3235950469970703},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14971786737442017},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09844970703125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08317452669143677},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2169095.2169097","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2169095.2169097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Temporal Web Analytics Workshop","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":21,"referenced_works":["https://openalex.org/W171462922","https://openalex.org/W1814023381","https://openalex.org/W1967579779","https://openalex.org/W1981589225","https://openalex.org/W1994473607","https://openalex.org/W2021314079","https://openalex.org/W2045079727","https://openalex.org/W2061820396","https://openalex.org/W2076219102","https://openalex.org/W2084591134","https://openalex.org/W2085264282","https://openalex.org/W2101196063","https://openalex.org/W2107260313","https://openalex.org/W2107666336","https://openalex.org/W2112896229","https://openalex.org/W2113889316","https://openalex.org/W2114696370","https://openalex.org/W2124532437","https://openalex.org/W2127492100","https://openalex.org/W2128893310","https://openalex.org/W2145446394"],"related_works":["https://openalex.org/W2038891404","https://openalex.org/W3104987177","https://openalex.org/W2810784123","https://openalex.org/W3041929574","https://openalex.org/W2990751567","https://openalex.org/W4200012112","https://openalex.org/W2219275368","https://openalex.org/W4385988053","https://openalex.org/W4292369391","https://openalex.org/W2067425759"],"abstract_inverted_index":{"Nowadays":[0],"people":[1],"can":[2,163],"share":[3],"useful":[4,96],"information":[5,16],"on":[6,52,66,76],"social":[7,57,68],"networking":[8],"sites":[9],"such":[10,156],"as":[11],"Facebook":[12],"and":[13,40,85,121,186],"Twitter.":[14],"The":[15,91],"is":[17,24,35,75],"spread":[18],"over":[19],"the":[20,53,67,78,102,146,191],"networks":[21],"when":[22],"it":[23,47],"forwarded":[25],"or":[26],"copied":[27],"repeatedly":[28],"from":[29],"friends":[30],"to":[31,60,82,100,195],"friends.":[32],"This":[33],"phenomenon":[34],"so":[36],"called":[37],"\"information":[38],"cascade\",":[39],"has":[41,49],"been":[42],"studied":[43],"long":[44],"time":[45,118,187],"since":[46],"sometimes":[48],"an":[50],"impact":[51],"real":[54],"world.":[55],"Various":[56],"activities":[58],"tends":[59],"have":[61,132,149],"different":[62,130,133,150,200],"ways":[63],"of":[64,104,119,138,158,188],"cascade":[65,79,92,114,134,151,184,197],"networks.":[69],"Our":[70,124],"focus":[71],"in":[72,88,129,136,145,199],"this":[73],"study":[74],"characterizing":[77],"patterns":[80,93,135,198],"according":[81],"users'":[83],"influence":[84],"posting":[86],"behaviors":[87],"various":[89,98],"topics.":[90,201],"could":[94],"be":[95,164],"for":[97],"organizations":[99],"consider":[101],"strategy":[103],"public":[105],"relations":[106],"activities.":[107],"We":[108,153],"explore":[109],"four":[110,171],"measures":[111,172,194],"which":[112],"are":[113,190],"ratio,":[115,117],"tweet":[116,176,189],"tweet,":[120],"exposure":[122],"curve.":[123],"results":[125,180],"show":[126,182],"that":[127,155,183],"hashtags":[128,143],"topics":[131,162],"term":[137],"these":[139],"measures.":[140],"However,":[141],"some":[142],"even":[144],"same":[147],"topic":[148],"patterns.":[152],"discover":[154],"kind":[157],"hidden":[159],"relationship":[160],"between":[161],"surprisingly":[165],"revealed":[166],"by":[167],"using":[168],"only":[169],"our":[170,179],"rather":[173],"than":[174],"considering":[175],"contents.":[177],"Finally,":[178],"also":[181],"ratio":[185],"most":[192],"effective":[193],"distinguish":[196]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
