{"id":"https://openalex.org/W2897700198","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491668","title":"Sensitive Analysis of Timeframe Type and Size Impact on Community Evolution Prediction","display_name":"Sensitive Analysis of Timeframe Type and Size Impact on Community Evolution Prediction","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897700198","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491668","mag":"2897700198"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5002734861","display_name":"Narimene Dakiche","orcid":"https://orcid.org/0000-0003-2371-616X"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Narimene Dakiche","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Alger, Alg\u00e9rie","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Alger, Alg\u00e9rie"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084368465","display_name":"Fatima Benbouzid-Si Tayeb","orcid":"https://orcid.org/0000-0001-7032-8544"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fatima Benbouzid-Si Tayeb","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Alger, Alg\u00e9rie","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Alger, Alg\u00e9rie"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017303429","display_name":"Yahya Slimani","orcid":"https://orcid.org/0000-0002-4684-3703"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Yahya Slimani","raw_affiliation_strings":["Computer Science Department, ISAMM Institute of Manouba, Tunisia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, ISAMM Institute of Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038478629","display_name":"Karima Benatchba","orcid":"https://orcid.org/0000-0002-3302-7344"},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Karima Benatchba","raw_affiliation_strings":["Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Alger, Alg\u00e9rie","Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Alger, Alg\u00e9rie"],"affiliations":[{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d\u2019Informatique (ESI), Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]},{"raw_affiliation_string":"Laboratoire des M\u00e9thodes de Conception de Syst\u00e8mes (LMCS), Ecole nationale Sup\u00e9rieure d'Informatique (ESI), Alger, Alg\u00e9rie","institution_ids":["https://openalex.org/I4210149016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002734861"],"corresponding_institution_ids":["https://openalex.org/I4210149016"],"apc_list":null,"apc_paid":null,"fwci":0.7541,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71574437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"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":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/T10064","display_name":"Complex Network Analysis Techniques","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/T12592","display_name":"Opinion Dynamics and Social Influence","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9819999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.747968316078186},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.582984983921051},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5295658707618713},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.49244794249534607},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4862302839756012},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4795229732990265},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.478349894285202},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4561518728733063},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45446813106536865},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.437327116727829},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.400001585483551},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.372922420501709},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33825066685676575},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2923332452774048},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11506301164627075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09930521249771118},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09637218713760376},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07140615582466125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.747968316078186},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.582984983921051},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5295658707618713},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.49244794249534607},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4862302839756012},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4795229732990265},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.478349894285202},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4561518728733063},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45446813106536865},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.437327116727829},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.400001585483551},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.372922420501709},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33825066685676575},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2923332452774048},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11506301164627075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09930521249771118},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09637218713760376},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07140615582466125},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"},{"score":0.44999998807907104,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W84002096","https://openalex.org/W950821216","https://openalex.org/W1583183890","https://openalex.org/W1684305122","https://openalex.org/W2025737586","https://openalex.org/W2042973365","https://openalex.org/W2046522752","https://openalex.org/W2047940964","https://openalex.org/W2056944867","https://openalex.org/W2059537817","https://openalex.org/W2061901927","https://openalex.org/W2079637256","https://openalex.org/W2080447039","https://openalex.org/W2092124750","https://openalex.org/W2127048411","https://openalex.org/W2153204928","https://openalex.org/W2164928285","https://openalex.org/W2292103443","https://openalex.org/W2432978112","https://openalex.org/W2486096428","https://openalex.org/W3037819556","https://openalex.org/W3098040575","https://openalex.org/W3102641634","https://openalex.org/W3102863357","https://openalex.org/W3103167018","https://openalex.org/W3105175345","https://openalex.org/W4213069669","https://openalex.org/W4256495360","https://openalex.org/W4256595825"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2376932109","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W1596801655","https://openalex.org/W2387147530","https://openalex.org/W2373011076","https://openalex.org/W1532762289","https://openalex.org/W2277606789"],"abstract_inverted_index":{"One":[0],"of":[1,9,32,58,77,104,107],"the":[2,7,24,53,63,75,79,88,105,109],"most":[3],"interesting":[4],"issues":[5],"in":[6,17,117,121],"field":[8],"social":[10,19,123],"network":[11,26,54,83,111],"analysis":[12],"is":[13,27,57],"community":[14,119],"evolution":[15,67,120],"prediction":[16],"dynamic":[18,25,122],"networks.":[20,124],"To":[21],"start":[22],"with,":[23],"split":[28],"into":[29,55],"a":[30,40,45,47,114],"series":[31],"timeframes,":[33],"each":[34],"one":[35],"containing":[36],"interactions":[37],"aggregated":[38],"over":[39],"time":[41],"period":[42],"such":[43],"as":[44,113],"month,":[46],"day":[48],"or":[49],"an":[50],"hour.":[51],"Splitting":[52],"timeframes":[56],"crucial":[59],"importance":[60],"to":[61],"capture":[62],"right":[64],"communities'":[65],"temporal":[66],"before":[68],"predicting":[69,118],"their":[70],"future.":[71],"Our":[72],"paper":[73],"investigates":[74],"problem":[76],"choosing":[78],"appropriate":[80,110],"scale":[81],"for":[82],"splitting":[84,112],"which":[85],"would":[86],"improve":[87],"prediction.":[89],"The":[90],"experiments":[91],"we":[92],"conducted":[93],"on":[94],"Facebook":[95],"and":[96],"Higgs":[97],"Twitter":[98],"datasets":[99],"offer":[100],"strong":[101],"empirical":[102],"evidence":[103],"usefulness":[106],"considering":[108],"first":[115],"step":[116]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
