{"id":"https://openalex.org/W4394938993","doi":"https://doi.org/10.1109/tcss.2024.3381329","title":"Simulating News Recommendation Ecosystems for Insights and Implications","display_name":"Simulating News Recommendation Ecosystems for Insights and Implications","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394938993","doi":"https://doi.org/10.1109/tcss.2024.3381329"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3381329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3381329","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-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/A5101744071","display_name":"Guangping Zhang","orcid":"https://orcid.org/0009-0001-9853-8268"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangping Zhang","raw_affiliation_strings":["School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China"],"raw_orcid":"https://orcid.org/0009-0001-9853-8268","affiliations":[{"raw_affiliation_string":"School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440920","display_name":"Dongsheng Li","orcid":"https://orcid.org/0000-0003-3103-8442"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Li","raw_affiliation_strings":["Microsoft Research Asia, Shanghai, P. R. China","School of Computer Science, Fudan University, Shanghai, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-3103-8442","affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Shanghai, P. R. China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071156485","display_name":"Hansu Gu","orcid":"https://orcid.org/0000-0002-1426-3210"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hansu Gu","raw_affiliation_strings":["Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1426-3210","affiliations":[{"raw_affiliation_string":"Seattle, WA, USA","institution_ids":["https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004237040","display_name":"Tun Lu","orcid":"https://orcid.org/0000-0002-6633-4826"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tun Lu","raw_affiliation_strings":["School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan Institute on Aging, MOE Laboratory for National Development and Intelligent Governance, and Shanghai Institute of Intelligent Electronics & Systems, Fudan University, Shanghai, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-6633-4826","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan Institute on Aging, MOE Laboratory for National Development and Intelligent Governance, and Shanghai Institute of Intelligent Electronics & Systems, Fudan University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110374691","display_name":"Li Shang","orcid":"https://orcid.org/0009-0005-9216-1921"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Shang","raw_affiliation_strings":["School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091087409","display_name":"Ning Gu","orcid":"https://orcid.org/0000-0002-2915-974X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Gu","raw_affiliation_strings":["School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-2915-974X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, P. R. China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2115,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9222081,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":"5","first_page":"5699","last_page":"5713"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9987000226974487,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9987000226974487,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9961000084877014,"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":0.9761000275611877,"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/recommender-system","display_name":"Recommender system","score":0.8737329840660095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7993805408477783},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5776857137680054},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5589080452919006},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2787456512451172}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8737329840660095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993805408477783},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5776857137680054},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5589080452919006},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2787456512451172},{"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/tcss.2024.3381329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3381329","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G266795963","display_name":null,"funder_award_id":"61932007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4817111480","display_name":null,"funder_award_id":"62172106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1601795611","https://openalex.org/W1995875735","https://openalex.org/W2054698589","https://openalex.org/W2100654359","https://openalex.org/W2119344659","https://openalex.org/W2131681506","https://openalex.org/W2140310134","https://openalex.org/W2140993268","https://openalex.org/W2250539671","https://openalex.org/W2533801348","https://openalex.org/W2594035753","https://openalex.org/W2732691751","https://openalex.org/W2743333519","https://openalex.org/W2765564115","https://openalex.org/W2778689844","https://openalex.org/W2884670660","https://openalex.org/W2894088191","https://openalex.org/W2896457183","https://openalex.org/W2896659017","https://openalex.org/W2909551589","https://openalex.org/W2917760808","https://openalex.org/W2932460062","https://openalex.org/W2945357717","https://openalex.org/W2962989965","https://openalex.org/W2963462013","https://openalex.org/W2963654596","https://openalex.org/W2979039524","https://openalex.org/W3083159507","https://openalex.org/W3088936686","https://openalex.org/W3089164568","https://openalex.org/W3092103025","https://openalex.org/W3099768174","https://openalex.org/W3100945072","https://openalex.org/W3105992983","https://openalex.org/W3106000504","https://openalex.org/W3111089807","https://openalex.org/W3118999971","https://openalex.org/W3137507337","https://openalex.org/W3150893739","https://openalex.org/W3153252032","https://openalex.org/W3154538081","https://openalex.org/W3185644495","https://openalex.org/W3201178526","https://openalex.org/W4223982309","https://openalex.org/W4224313282","https://openalex.org/W4280567778","https://openalex.org/W4283465776","https://openalex.org/W4287071928","https://openalex.org/W4287604889","https://openalex.org/W4288110508","https://openalex.org/W4289709987","https://openalex.org/W4312551924","https://openalex.org/W4387835442","https://openalex.org/W4400525295","https://openalex.org/W6680830989","https://openalex.org/W6745159025","https://openalex.org/W6753814417","https://openalex.org/W6755207826","https://openalex.org/W6758543384","https://openalex.org/W6759896672","https://openalex.org/W6761169904","https://openalex.org/W6768027472","https://openalex.org/W6770026879","https://openalex.org/W6785854566","https://openalex.org/W6788290130","https://openalex.org/W6792241464","https://openalex.org/W6799035397","https://openalex.org/W6838952856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266"],"abstract_inverted_index":{"Studying":[0],"the":[1,11,46,61,69,75,108,120,134,140,153,167,174,185,194,202,212,220],"evolution":[2,109],"of":[3,13,48,68,71,110,119,158,169,176,196,204,222],"online":[4],"news":[5,14,111,141],"communities":[6],"is":[7,43],"essential":[8],"for":[9,37,54],"improving":[10],"effectiveness":[12],"recommender":[15,39,72,197,223],"systems.":[16,224],"Traditionally,":[17],"this":[18,31,98],"has":[19,33],"been":[20],"done":[21],"through":[22],"empirical":[23],"research":[24],"based":[25],"on":[26,74,148,211,219],"static":[27],"data":[28],"analysis.":[29],"While":[30],"approach":[32],"yielded":[34],"valuable":[35],"insights":[36],"optimizing":[38],"system":[40,86,198],"designs,":[41],"it":[42],"limited":[44],"by":[45],"lack":[47],"appropriate":[49],"datasets":[50],"and":[51,78,114,123,137,152,162,179,188,209],"open":[52],"platforms":[53],"controlled":[55],"social":[56],"experiments.":[57],"This":[58],"gap":[59],"in":[60],"existing":[62],"literature":[63],"hinders":[64],"a":[65,83,103,116,129,181],"comprehensive":[66,154],"understanding":[67],"impact":[70],"systems":[73],"evolutionary":[76,121,171,213],"process":[77,122],"its":[79],"underlying":[80,124],"mechanisms.":[81,125,190],"As":[82],"result,":[84],"suboptimal":[85],"designs":[87],"may":[88],"be":[89],"developed":[90],"that":[91],"could":[92],"negatively":[93],"affect":[94],"long-term":[95],"utilities.":[96],"In":[97],"work,":[99],"we":[100,165,192],"propose":[101,180],"SimuLine,":[102],"simulation":[104,150],"platform":[105],"to":[106],"dissect":[107],"recommendation":[112,142],"ecosystems":[113],"present":[115],"detailed":[117],"analysis":[118,155],"SimuLine":[126],"first":[127],"constructs":[128],"latent":[130],"space":[131],"well":[132],"reflecting":[133],"human":[135],"behaviors":[136],"then":[138],"simulates":[139],"ecosystem":[143],"via":[144],"agent-based":[145],"modeling.":[146],"Based":[147],"extensive":[149],"experiments":[151],"framework":[156],"consisting":[157],"quantitative":[159],"metrics,":[160],"visualization,":[161],"textual":[163],"explanations,":[164],"analyze":[166],"characteristics":[168],"each":[170],"phase":[172],"from":[173],"perspective":[175],"life-cycle":[177],"theory":[178],"relationship":[182],"graph":[183],"illustrating":[184],"key":[186],"factors":[187],"affecting":[189],"Furthermore,":[191],"explore":[193],"impacts":[195],"designing":[199],"strategies,":[200],"including":[201],"utilization":[203],"cold-start":[205],"news,":[206,208],"breaking":[207],"promotion,":[210],"process,":[214],"which":[215],"sheds":[216],"new":[217],"light":[218],"design":[221]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}