{"id":"https://openalex.org/W2993927700","doi":"https://doi.org/10.1109/allerton.2019.8919702","title":"TwitterMancer: Predicting User Interactions on Twitter","display_name":"TwitterMancer: Predicting User Interactions on Twitter","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2993927700","doi":"https://doi.org/10.1109/allerton.2019.8919702","mag":"2993927700"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2019.8919702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2019.8919702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012972094","display_name":"Konstantinos Sotiropoulos","orcid":"https://orcid.org/0000-0002-9202-6085"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konstantinos Sotiropoulos","raw_affiliation_strings":["Boston University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103066327","display_name":"John W. Byers","orcid":"https://orcid.org/0009-0006-2720-4515"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John W. Byers","raw_affiliation_strings":["Boston University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085697120","display_name":"Polyvios Pratikakis","orcid":"https://orcid.org/0000-0002-2700-1260"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Polyvios Pratikakis","raw_affiliation_strings":["University of Crete"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Crete","institution_ids":["https://openalex.org/I142617266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069421706","display_name":"Charalampos E. Tsourakakis","orcid":"https://orcid.org/0000-0001-5591-3585"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Charalampos E. Tsourakakis","raw_affiliation_strings":["Boston University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boston University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"973","last_page":"980"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7974637746810913},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6391867995262146},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4777918756008148},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.42013370990753174},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4061763286590576},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3901277184486389},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07547071576118469}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7974637746810913},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6391867995262146},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4777918756008148},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.42013370990753174},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4061763286590576},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3901277184486389},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07547071576118469},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/allerton.2019.8919702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2019.8919702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"},{"id":"pmh:oai:open.bu.edu:2144/40641","is_oa":false,"landing_page_url":"https://hdl.handle.net/2144/40641","pdf_url":null,"source":{"id":"https://openalex.org/S4306402384","display_name":"OpenBU (Boston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I111088046","host_organization_name":"Boston University","host_organization_lineage":["https://openalex.org/I111088046"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference materials"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W188608978","https://openalex.org/W1943015726","https://openalex.org/W2037933327","https://openalex.org/W2050619059","https://openalex.org/W2054560566","https://openalex.org/W2073415627","https://openalex.org/W2085264282","https://openalex.org/W2112130747","https://openalex.org/W2118778378","https://openalex.org/W2124499489","https://openalex.org/W2138137325","https://openalex.org/W2171468534","https://openalex.org/W2219655028","https://openalex.org/W2241240972","https://openalex.org/W2265862919","https://openalex.org/W2266714125","https://openalex.org/W2529390807","https://openalex.org/W2567866584","https://openalex.org/W2586769710","https://openalex.org/W2611885487","https://openalex.org/W2737056279","https://openalex.org/W2758329433","https://openalex.org/W2798846404","https://openalex.org/W2963545258","https://openalex.org/W4232932184","https://openalex.org/W6640471204","https://openalex.org/W6693370502","https://openalex.org/W6744846979","https://openalex.org/W6750496375"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1977056376","https://openalex.org/W1990545028","https://openalex.org/W4312622923","https://openalex.org/W2107786128","https://openalex.org/W2728430307","https://openalex.org/W2048368023","https://openalex.org/W2735469505","https://openalex.org/W2484264353","https://openalex.org/W4237944947"],"abstract_inverted_index":{"This":[0],"work":[1],"investigates":[2],"the":[3,121,127,133],"interplay":[4],"between":[5,29,49],"different":[6],"types":[7,166],"of":[8,26,52,57,67,73,88,101,117,143,151,167],"user":[9,128,194],"interactions":[10,28,48,75,97,116],"on":[11,192],"Twitter,":[12],"with":[13,126,147],"respect":[14],"to":[15,43,63,79],"predicting":[16],"missing":[17],"or":[18,46],"unseen":[19],"interactions.":[20],"For":[21,138],"example,":[22,139],"given":[23],"a":[24,50,99,102,105,141,148,183],"set":[25],"retweet":[27,45],"Twitter":[30,69,74,89,118,153,176,193],"users,":[31,154,177],"how":[32],"accurately":[33,113],"can":[34,112],"we":[35,109,111,155,187],"predict":[36,44,114],"reply":[37,96],"interactions?":[38],"Is":[39],"it":[40],"more":[41],"difficult":[42],"quote":[47],"pair":[51,142],"accounts?":[53],"Also,":[54],"which":[55],"features":[56,124],"interaction":[58],"patterns":[59],"are":[60,131,169,199],"most":[61,122],"important":[62],"enable":[64],"accurate":[65],"prediction":[66],"specific":[68],"interactions?Our":[70],"empirical":[71],"study":[72],"contributes":[76],"initial":[77],"answers":[78],"these":[80],"questions.":[81],"We":[82],"have":[83],"crawled":[84],"an":[85],"extensive":[86],"dataset":[87],"accounts":[90],"and":[91,130,180,197],"their":[92],"follow,":[93],"quote,":[94],"retweet,":[95],"over":[98],"period":[100],"month.":[103],"Using":[104],"machine":[106],"learning":[107],"framework,":[108],"find":[110,156],"many":[115],"users.":[119,137],"Interestingly,":[120],"predictive":[123],"vary":[125],"profiles,":[129],"not":[132],"same":[134],"across":[135],"all":[136],"for":[140,173],"users":[144],"that":[145,157,163],"interact":[146],"large":[149],"number":[150],"other":[152,190],"certain":[158,178],"\u201chigher-dimensional\u201d":[159],"triads,":[160],"i.e.,":[161],"triads":[162],"involve":[164],"multiple":[165],"interactions,":[168],"very":[170],"informative,":[171],"whereas":[172],"less":[174],"active":[175],"in-degrees":[179],"out-degrees":[181],"play":[182],"major":[184],"role.":[185],"Finally,":[186],"provide":[188],"various":[189],"insights":[191],"behavior.Our":[195],"code":[196],"data":[198],"available":[200],"at":[201],"https://github.com/twittermancer/.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}