{"id":"https://openalex.org/W2248712604","doi":"https://doi.org/10.1109/iisa.2015.7388054","title":"Predicting the integration of newcomers in OKBCs based on existing members' involvement","display_name":"Predicting the integration of newcomers in OKBCs based on existing members' involvement","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2248712604","doi":"https://doi.org/10.1109/iisa.2015.7388054","mag":"2248712604"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2015.7388054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2015.7388054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5062616612","display_name":"Larise Lucia Stavarache","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Larise Lucia Stavarache","raw_affiliation_strings":["Computer Science Department, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072192995","display_name":"Mihai Dasc\u0103lu","orcid":"https://orcid.org/0000-0002-4815-9227"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Dascalu","raw_affiliation_strings":["Computer Science Department, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077419846","display_name":"\u0218tefan Tr\u0103u\u0219an-Matu","orcid":"https://orcid.org/0000-0001-8082-8497"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Stefan Trausan-Matu","raw_affiliation_strings":["Computer Science Department, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004894137","display_name":"Nicolae Nistor","orcid":"https://orcid.org/0000-0002-9956-1670"},"institutions":[{"id":"https://openalex.org/I80046288","display_name":"Walden University","ror":"https://ror.org/02qp2hh41","country_code":"US","type":"education","lineage":["https://openalex.org/I80046288"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Nicolae Nistor","raw_affiliation_strings":["Faculty of Psychology and Educational Sciences, Ludwig-Maximilians-Universitat, M\u00fcnchen, Germany","Richard W. Riley College of Education and Leadership, Walden University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Psychology and Educational Sciences, Ludwig-Maximilians-Universitat, M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Richard W. Riley College of Education and Leadership, Walden University, USA","institution_ids":["https://openalex.org/I80046288"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2385,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59689709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9947999715805054,"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/profiling","display_name":"Profiling (computer programming)","score":0.7766919136047363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5847654342651367},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5381795763969421},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5266754031181335},{"id":"https://openalex.org/keywords/online-community","display_name":"Online community","score":0.42401552200317383},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3162725567817688}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7766919136047363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5847654342651367},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5381795763969421},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5266754031181335},{"id":"https://openalex.org/C2778165684","wikidata":"https://www.wikidata.org/wiki/Q6576792","display_name":"Online community","level":2,"score":0.42401552200317383},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3162725567817688},{"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/iisa.2015.7388054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2015.7388054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W314764235","https://openalex.org/W1574545836","https://openalex.org/W1574901103","https://openalex.org/W1880262756","https://openalex.org/W1980712080","https://openalex.org/W1982345010","https://openalex.org/W1983578042","https://openalex.org/W1984419933","https://openalex.org/W2012374066","https://openalex.org/W2028648490","https://openalex.org/W2029778779","https://openalex.org/W2049228900","https://openalex.org/W2097726431","https://openalex.org/W2115022330","https://openalex.org/W2136930489","https://openalex.org/W2167671772","https://openalex.org/W2227337604","https://openalex.org/W2607993370","https://openalex.org/W2746989871","https://openalex.org/W4205184193","https://openalex.org/W4231510805","https://openalex.org/W4243048058","https://openalex.org/W4245993298","https://openalex.org/W4321848696","https://openalex.org/W6639619044","https://openalex.org/W6657947451","https://openalex.org/W6689052858","https://openalex.org/W6736737091","https://openalex.org/W6826884027","https://openalex.org/W6850602458"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2161444195","https://openalex.org/W2589019771","https://openalex.org/W2985540061","https://openalex.org/W2185012154","https://openalex.org/W4287867321","https://openalex.org/W2911183501","https://openalex.org/W2104014222","https://openalex.org/W3006062179","https://openalex.org/W2144035188"],"abstract_inverted_index":{"Profiling":[0],"online":[1,93,109],"knowledge":[2,31],"communities":[3,88],"and":[4,18,29,57,79],"determining":[5],"their":[6,91],"corresponding":[7],"degree":[8],"of":[9,68,86],"newcomer":[10],"integration":[11],"based":[12,89],"on":[13,90],"existing":[14],"members'":[15,92],"involvement,":[16],"posts":[17],"comments":[19],"helps":[20],"us":[21],"better":[22],"understand":[23],"what":[24],"drives":[25],"the":[26,108],"social":[27],"trend":[28],"how":[30,45,100],"is":[32],"built":[33],"nowadays.":[34],"In":[35],"this":[36],"study":[37],"we":[38,61,82],"differentiate":[39],"participation":[40,78],"from":[41],"collaboration,":[42],"thus":[43,95],"showing":[44],"opinion":[46],"leaders":[47],"emerge":[48],"in":[49,66,107],"a":[50],"community.":[51,110],"Therefore,":[52],"while":[53],"analyzing":[54],"10":[55,58],"integrative":[56],"non-integrative":[59],"communities,":[60],"quantitatively":[62],"measure":[63],"member":[64],"involvement":[65],"terms":[67],"previously":[69],"validated":[70],"automated":[71,84],"indices":[72],"that":[73],"are":[74],"used":[75],"for":[76],"assessing":[77],"collaboration.":[80],"Afterwards,":[81],"build":[83],"methods":[85],"classifying":[87],"behavior,":[94],"being":[96],"able":[97],"to":[98],"predict":[99],"likely":[101],"new":[102],"members":[103],"will":[104],"be":[105],"integrated":[106]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}