{"id":"https://openalex.org/W2966914774","doi":"https://doi.org/10.25300/misq/2019/15049","title":"Mobile App Recommendation: An Involvement-Enhanced Approach1","display_name":"Mobile App Recommendation: An Involvement-Enhanced Approach1","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2966914774","doi":"https://doi.org/10.25300/misq/2019/15049","mag":"2966914774"},"language":"en","primary_location":{"id":"doi:10.25300/misq/2019/15049","is_oa":false,"landing_page_url":"https://doi.org/10.25300/misq/2019/15049","pdf_url":null,"source":{"id":"https://openalex.org/S57293258","display_name":"MIS Quarterly","issn_l":"0276-7783","issn":["0276-7783","2162-9730"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4327875293","host_organization_name":"MIS Quarterly","host_organization_lineage":["https://openalex.org/P4327875293"],"host_organization_lineage_names":["MIS Quarterly"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MIS Quarterly","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/A5033848036","display_name":"Jiangning He","orcid":null},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiangning He","raw_affiliation_strings":["School of Information Management and Engineering, Shanghai University of Finance and Economics, 777 Guoding Road, Shanghai 200433 China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Engineering, Shanghai University of Finance and Economics, 777 Guoding Road, Shanghai 200433 China","institution_ids":["https://openalex.org/I181679659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078410186","display_name":"Xiao Fang","orcid":"https://orcid.org/0000-0002-9429-5748"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Fang","raw_affiliation_strings":["Alfred Lerner College of Business and Economics, University of Delaware, Newark, DE 19716 U.S.A"],"affiliations":[{"raw_affiliation_string":"Alfred Lerner College of Business and Economics, University of Delaware, Newark, DE 19716 U.S.A","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100332465","display_name":"Hongyan Liu","orcid":"https://orcid.org/0000-0002-4902-1078"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyan Liu","raw_affiliation_strings":["School of Economics and Management, Tsinghua University, Qinghua West Road, Beijing 100084 China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Tsinghua University, Qinghua West Road, Beijing 100084 China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026417216","display_name":"Xindan Li","orcid":"https://orcid.org/0000-0001-6443-9854"},"institutions":[{"id":"https://openalex.org/I217203536","display_name":"Hankou University","ror":"https://ror.org/01rcq3q20","country_code":"CN","type":"education","lineage":["https://openalex.org/I217203536"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xindan Li","raw_affiliation_strings":["School of Management and Engineering, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093 China"],"affiliations":[{"raw_affiliation_string":"School of Management and Engineering, Nanjing University, 22 Hankou Road, Nanjing, Jiangsu 210093 China","institution_ids":["https://openalex.org/I217203536"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033848036"],"corresponding_institution_ids":["https://openalex.org/I181679659"],"apc_list":null,"apc_paid":null,"fwci":8.4543,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.97616346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"43","issue":"3","first_page":"827","last_page":"849"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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/T11478","display_name":"Caching and Content Delivery","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12238","display_name":"Green IT and Sustainability","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-apps","display_name":"Mobile apps","score":0.8389600515365601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5944362878799438},{"id":"https://openalex.org/keywords/app-store","display_name":"App store","score":0.5938048362731934},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5310283899307251},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.48033156991004944},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.45079731941223145}],"concepts":[{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.8389600515365601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5944362878799438},{"id":"https://openalex.org/C2779794324","wikidata":"https://www.wikidata.org/wiki/Q3814081","display_name":"App store","level":2,"score":0.5938048362731934},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5310283899307251},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.48033156991004944},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.45079731941223145}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.25300/misq/2019/15049","is_oa":false,"landing_page_url":"https://doi.org/10.25300/misq/2019/15049","pdf_url":null,"source":{"id":"https://openalex.org/S57293258","display_name":"MIS Quarterly","issn_l":"0276-7783","issn":["0276-7783","2162-9730"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4327875293","host_organization_name":"MIS Quarterly","host_organization_lineage":["https://openalex.org/P4327875293"],"host_organization_lineage_names":["MIS Quarterly"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MIS Quarterly","raw_type":"journal-article"},{"id":"pmh:oai:aisel.aisnet.org:misq-3514","is_oa":false,"landing_page_url":"https://aisel.aisnet.org/misq/vol43/iss3/9","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Management Information Systems Quarterly","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":135,"referenced_works":["https://openalex.org/W35149104","https://openalex.org/W80257235","https://openalex.org/W112307370","https://openalex.org/W166522738","https://openalex.org/W341938298","https://openalex.org/W1276866904","https://openalex.org/W1489026763","https://openalex.org/W1510348757","https://openalex.org/W1519470297","https://openalex.org/W1542664738","https://openalex.org/W1542887218","https://openalex.org/W1545090383","https://openalex.org/W1554944419","https://openalex.org/W1570184525","https://openalex.org/W1582340466","https://openalex.org/W1588645136","https://openalex.org/W1595407369","https://openalex.org/W1601015633","https://openalex.org/W1601542429","https://openalex.org/W1673941785","https://openalex.org/W1678356000","https://openalex.org/W1718512272","https://openalex.org/W1732828232","https://openalex.org/W1814023381","https://openalex.org/W1853953842","https://openalex.org/W1880262756","https://openalex.org/W1956559956","https://openalex.org/W1969486090","https://openalex.org/W1973812756","https://openalex.org/W1977434113","https://openalex.org/W1980853671","https://openalex.org/W1985305208","https://openalex.org/W1988164944","https://openalex.org/W1992270714","https://openalex.org/W1999856370","https://openalex.org/W2005405160","https://openalex.org/W2012234676","https://openalex.org/W2015290529","https://openalex.org/W2016395443","https://openalex.org/W2018571751","https://openalex.org/W2018573356","https://openalex.org/W2018605660","https://openalex.org/W2018936209","https://openalex.org/W2020480318","https://openalex.org/W2026091747","https://openalex.org/W2028594831","https://openalex.org/W2028910316","https://openalex.org/W2034842509","https://openalex.org/W2038901440","https://openalex.org/W2039370351","https://openalex.org/W2042101232","https://openalex.org/W2042281163","https://openalex.org/W2042980227","https://openalex.org/W2046586564","https://openalex.org/W2049455633","https://openalex.org/W2056021151","https://openalex.org/W2061460268","https://openalex.org/W2065968634","https://openalex.org/W2066636486","https://openalex.org/W2067072670","https://openalex.org/W2067481044","https://openalex.org/W2075040002","https://openalex.org/W2076219102","https://openalex.org/W2079337383","https://openalex.org/W2080371694","https://openalex.org/W2085040216","https://openalex.org/W2085937320","https://openalex.org/W2087906029","https://openalex.org/W2090641502","https://openalex.org/W2091317512","https://openalex.org/W2094524282","https://openalex.org/W2096029105","https://openalex.org/W2098414137","https://openalex.org/W2099342631","https://openalex.org/W2099866409","https://openalex.org/W2100235918","https://openalex.org/W2102717737","https://openalex.org/W2108630796","https://openalex.org/W2108685212","https://openalex.org/W2110325612","https://openalex.org/W2112896229","https://openalex.org/W2113273124","https://openalex.org/W2114655029","https://openalex.org/W2117354486","https://openalex.org/W2117587045","https://openalex.org/W2119825970","https://openalex.org/W2124029832","https://openalex.org/W2127480961","https://openalex.org/W2130995195","https://openalex.org/W2135505871","https://openalex.org/W2135598826","https://openalex.org/W2135790056","https://openalex.org/W2137958601","https://openalex.org/W2141975087","https://openalex.org/W2144487656","https://openalex.org/W2150886314","https://openalex.org/W2152208379","https://openalex.org/W2155106456","https://openalex.org/W2155912844","https://openalex.org/W2156693754","https://openalex.org/W2157389841","https://openalex.org/W2158515176","https://openalex.org/W2159094788","https://openalex.org/W2163031773","https://openalex.org/W2164422986","https://openalex.org/W2165949563","https://openalex.org/W2169757306","https://openalex.org/W2170109944","https://openalex.org/W2170506729","https://openalex.org/W2171960770","https://openalex.org/W2174706414","https://openalex.org/W2261026397","https://openalex.org/W2558751478","https://openalex.org/W2595519040","https://openalex.org/W2750126932","https://openalex.org/W3103365075","https://openalex.org/W3122651512","https://openalex.org/W3123650448","https://openalex.org/W3125944471","https://openalex.org/W4230906481","https://openalex.org/W6605394422","https://openalex.org/W6637359126","https://openalex.org/W6639619044","https://openalex.org/W6644357402","https://openalex.org/W6650567314","https://openalex.org/W6651595751","https://openalex.org/W6660768642","https://openalex.org/W6678461786","https://openalex.org/W6683436842","https://openalex.org/W6715445541","https://openalex.org/W6716171361","https://openalex.org/W6717273644","https://openalex.org/W6728502268","https://openalex.org/W6786984789","https://openalex.org/W7014901331"],"related_works":["https://openalex.org/W3142571737","https://openalex.org/W2890710341","https://openalex.org/W2808363712","https://openalex.org/W4387360127","https://openalex.org/W2605037362","https://openalex.org/W3173766926","https://openalex.org/W3120409491","https://openalex.org/W785354139","https://openalex.org/W4226085607","https://openalex.org/W2011781116"],"abstract_inverted_index":{"Given":[0],"the":[1,15,19,32,110,140,151],"ubiquitous":[2],"and":[3,41,60,91,100,113,126,149],"critical":[4,37],"role":[5],"of":[6,18,139,154],"mobile":[7,23,51,64,117,142,160],"apps":[8,33],"in":[9,44,67,99,145],"people\u2019s":[10],"lives":[11],"as":[12,14],"well":[13],"sheer":[16],"size":[17],"market,":[20],"developing":[21],"effective":[22],"app":[24,52,65,118,143,161],"recommendation":[25,53,119,162],"methods":[26,71],"that":[27,55,72,87,121],"can":[28],"help":[29],"users":[30,40],"locate":[31],"they":[34],"desire":[35],"is":[36],"for":[38,63],"both":[39,57],"platforms.":[42],"Premised":[43],"involvement":[45,101],"theory,":[46],"we":[47,82,147],"propose":[48,114],"a":[49,84,105],"novel":[50,85],"method":[54,156],"integrates":[56],"users\u2019":[58,96,123],"download":[59,75,90],"browsing":[61,79,92],"behaviors":[62,76,93],"recommendations,":[66],"contrast":[68],"to":[69,94,108,130],"existing":[70],"rely":[73],"on":[74],"but":[77],"neglect":[78],"behaviors.":[80],"Specifically,":[81],"introduce":[83],"model":[86],"appropriately":[88],"combines":[89,122],"learn":[95],"overall":[97,124],"interests":[98,125,129],"with":[102],"apps,":[103],"develop":[104],"new":[106],"algorithm":[107],"infer":[109],"model\u2019s":[111],"parameters,":[112],"an":[115],"innovative":[116],"strategy":[120],"their":[127],"current":[128],"recommend":[131],"apps.":[132],"Finally,":[133],"using":[134],"data":[135],"collected":[136],"from":[137],"one":[138],"largest":[141],"platforms":[144],"China,":[146],"demonstrate":[148],"analyze":[150],"superior":[152],"performance":[153],"our":[155],"over":[157],"several":[158],"state-of-the-art":[159],"methods.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
