{"id":"https://openalex.org/W3182598141","doi":"https://doi.org/10.1108/oir-10-2020-0475","title":"Predicting information exposure and continuous consumption: self-level interest similarity, peer-level interest similarity and global popularity","display_name":"Predicting information exposure and continuous consumption: self-level interest similarity, peer-level interest similarity and global popularity","publication_year":2021,"publication_date":"2021-07-09","ids":{"openalex":"https://openalex.org/W3182598141","doi":"https://doi.org/10.1108/oir-10-2020-0475","mag":"3182598141"},"language":"en","primary_location":{"id":"doi:10.1108/oir-10-2020-0475","is_oa":false,"landing_page_url":"https://doi.org/10.1108/oir-10-2020-0475","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Online Information Review","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/A5064816543","display_name":"Lu Guan","orcid":"https://orcid.org/0000-0002-9309-2834"},"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":"Lu Guan","raw_affiliation_strings":["School of Journalism, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-9309-2834","affiliations":[{"raw_affiliation_string":"School of Journalism, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782170","display_name":"Yafei Zhang","orcid":"https://orcid.org/0000-0002-3109-8077"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yafei Zhang","raw_affiliation_strings":["Department of Media and Communication, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-3109-8077","affiliations":[{"raw_affiliation_string":"Department of Media and Communication, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049134847","display_name":"Jonathan J. H. Zhu","orcid":"https://orcid.org/0000-0001-6173-6941"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jonathan J.H. Zhu","raw_affiliation_strings":["Department of Media and Communication, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-6173-6941","affiliations":[{"raw_affiliation_string":"Department of Media and Communication, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7627,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79982508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"46","issue":"2","first_page":"337","last_page":"355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.729893684387207},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5824871063232422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5797868371009827},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.49763229489326477},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4458688199520111},{"id":"https://openalex.org/keywords/snippet","display_name":"Snippet","score":0.434656023979187},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2594221830368042},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1941530406475067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17483830451965332},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13944557309150696}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.729893684387207},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5824871063232422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5797868371009827},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.49763229489326477},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4458688199520111},{"id":"https://openalex.org/C2777822670","wikidata":"https://www.wikidata.org/wiki/Q1120538","display_name":"Snippet","level":2,"score":0.434656023979187},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2594221830368042},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1941530406475067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17483830451965332},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13944557309150696},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/oir-10-2020-0475","is_oa":false,"landing_page_url":"https://doi.org/10.1108/oir-10-2020-0475","pdf_url":null,"source":{"id":"https://openalex.org/S931548824","display_name":"Online Information Review","issn_l":"1468-4527","issn":["1468-4527","1468-4535"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Online Information Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W1575493748","https://openalex.org/W1580741241","https://openalex.org/W1622414558","https://openalex.org/W1656132379","https://openalex.org/W1924960892","https://openalex.org/W1969667322","https://openalex.org/W1971810609","https://openalex.org/W1977578104","https://openalex.org/W1983976677","https://openalex.org/W1985990063","https://openalex.org/W1988340714","https://openalex.org/W1991192869","https://openalex.org/W1992175334","https://openalex.org/W1996308164","https://openalex.org/W2000709544","https://openalex.org/W2004184082","https://openalex.org/W2006876481","https://openalex.org/W2010975745","https://openalex.org/W2018416141","https://openalex.org/W2030528225","https://openalex.org/W2032300664","https://openalex.org/W2041963608","https://openalex.org/W2043403353","https://openalex.org/W2057737749","https://openalex.org/W2064045817","https://openalex.org/W2075946776","https://openalex.org/W2076883538","https://openalex.org/W2086747136","https://openalex.org/W2095411948","https://openalex.org/W2100653891","https://openalex.org/W2101196063","https://openalex.org/W2101896137","https://openalex.org/W2106595660","https://openalex.org/W2107666336","https://openalex.org/W2110443819","https://openalex.org/W2113714330","https://openalex.org/W2120496222","https://openalex.org/W2120545307","https://openalex.org/W2132431374","https://openalex.org/W2136217167","https://openalex.org/W2142854536","https://openalex.org/W2147453867","https://openalex.org/W2148301044","https://openalex.org/W2149910108","https://openalex.org/W2151383892","https://openalex.org/W2153505326","https://openalex.org/W2165612380","https://openalex.org/W2171312436","https://openalex.org/W2172490060","https://openalex.org/W2178843456","https://openalex.org/W2323537218","https://openalex.org/W2346997479","https://openalex.org/W2463788435","https://openalex.org/W2473634891","https://openalex.org/W2516959036","https://openalex.org/W2558653419","https://openalex.org/W2740123468","https://openalex.org/W2740918833","https://openalex.org/W2765669467","https://openalex.org/W2768008926","https://openalex.org/W2769931939","https://openalex.org/W2772628444","https://openalex.org/W2787263451","https://openalex.org/W2801279644","https://openalex.org/W2883868721","https://openalex.org/W2886256382","https://openalex.org/W2896253905","https://openalex.org/W2900510459","https://openalex.org/W2902808732","https://openalex.org/W2913842684","https://openalex.org/W2938949323","https://openalex.org/W2942489120","https://openalex.org/W2966100557","https://openalex.org/W2978904908","https://openalex.org/W2997482843","https://openalex.org/W3040100818","https://openalex.org/W3043187201","https://openalex.org/W3049526432","https://openalex.org/W3103423414","https://openalex.org/W3121594624","https://openalex.org/W3154881074","https://openalex.org/W4238998169"],"related_works":["https://openalex.org/W1607713096","https://openalex.org/W3036724449","https://openalex.org/W2798329462","https://openalex.org/W1511521437","https://openalex.org/W2368605798","https://openalex.org/W3201315194","https://openalex.org/W4318980730","https://openalex.org/W2985134635","https://openalex.org/W2950904665","https://openalex.org/W2518037665"],"abstract_inverted_index":{"Purpose":[0],"This":[1,96,197,211],"study":[2,46,65,97],"examines":[3],"users'":[4,242],"information":[5,60,105,178,219],"selection":[6,61,209],"strategy":[7],"on":[8,130,174,193,226],"knowledge-sharing":[9,157,194],"platforms":[10],"from":[11],"the":[12,37,54,74,78,83,89,117,135,148,181,200,204,233],"individual":[13],"level,":[14],"peer":[15,249],"level":[16],"and":[17,35,88,126,164,240],"societal":[18],"level.":[19],"Though":[20],"previous":[21],"literature":[22],"has":[23],"explained":[24],"these":[25],"three":[26,169],"levels":[27,58],"separately,":[28],"few":[29],"have":[30,171],"simultaneously":[31,129],"examined":[32,116],"their":[33,42],"impacts":[34,118],"identified":[36],"dominant":[38,150],"one":[39],"according":[40],"to":[41,48,72,154,190,218],"effect":[43],"strengths.":[44],"The":[45,139,248],"aims":[47],"fill":[49],"this":[50,64,253],"research":[51,201],"gap":[52,202],"of":[53,59,80,85,91,102,119,203,208],"competitions":[55],"among":[56,206],"different":[57],"mechanisms.":[62,210],"Besides,":[63],"also":[66,231],"proposes":[67],"a":[68,99,103,111,156],"three-step":[69],"decision-tree":[70],"approach":[71],"depict":[73],"consumption":[75,87,136,220],"process,":[76],"including":[77],"decision":[79,84,90],"first-time":[81],"exposure,":[82],"continuous":[86,177],"feedback":[92,192],"behavior":[93,228],"participation.":[94],"Design/methodology/approach":[95],"analyzed":[98],"clickstream":[100],"dataset":[101],"Chinese":[104],"technology":[106],"blogging":[107],"site,":[108],"CSDN.net.":[109],"Employing":[110],"sequential":[112],"logit":[113],"model,":[114],"it":[115],"self-level":[120,144,184],"interest":[121,124,145,162,185],"similarity,":[122],"peer-level":[123,161],"similarity":[125,146,163,186],"global":[127,166],"popularity":[128],"each":[131],"turning":[132],"point":[133],"in":[134,176],"process.":[137],"Findings":[138],"authors\u2019":[140],"findings":[141,213],"indicate":[142],"that":[143],"is":[147,255],"most":[149],"factor":[151],"influencing":[152],"users":[153,189],"browse":[155],"blog,":[158],"followed":[159],"by":[160,222],"then":[165],"popularity.":[167],"All":[168],"mechanisms":[170],"consistent":[172],"influences":[173,188],"decision-making":[175],"consumption.":[179],"Surprisingly,":[180],"authors":[182],"find":[183],"negatively":[187],"give":[191],"blogs.":[195],"Originality/value":[196],"paper":[198],"fulfills":[199],"dominance":[205],"three-levels":[207],"study's":[212],"not":[214],"only":[215],"could":[216],"contribute":[217],"studies":[221],"providing":[223],"theoretical":[224],"insights":[225],"audience":[227],"patterns,":[229],"but":[230],"help":[232],"industry":[234],"advance":[235],"its":[236],"recommendation":[237],"algorithm":[238],"design":[239],"improve":[241],"experience":[243],"satisfaction.":[244],"Peer":[245],"review":[246,250],"\u2013":[247],"history":[251],"for":[252],"article":[254],"available":[256],"at:":[257],"https://publons.com/publon/10.1108/OIR-10-2020-0475":[258]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}