{"id":"https://openalex.org/W2999328005","doi":"https://doi.org/10.1108/el-08-2019-0184","title":"Measuring book impact via content-level academic review mining","display_name":"Measuring book impact via content-level academic review mining","publication_year":2020,"publication_date":"2020-01-10","ids":{"openalex":"https://openalex.org/W2999328005","doi":"https://doi.org/10.1108/el-08-2019-0184","mag":"2999328005"},"language":"en","primary_location":{"id":"doi:10.1108/el-08-2019-0184","doi":"https://doi.org/10.1108/el-08-2019-0184","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-08-2019-0184","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1"],"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":"The Electronic Library","raw_type":"journal-article"},"volume":null,"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/A5090213292","display_name":"Qingqing Zhou","orcid":"https://orcid.org/0000-0002-6019-4228","observed_orcids":["https://orcid.org/0000-0002-6019-4228"]},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Zhou","raw_affiliation_strings":["Department of Network and New Media, Nanjing Normal University, Nanjing, China and Department of Information Management, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Network and New Media, Nanjing Normal University, Nanjing, China and Department of Information Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I152031979","https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056318061","display_name":"Chengzhi Zhang","orcid":"https://orcid.org/0000-0001-9522-2914","observed_orcids":["https://orcid.org/0000-0001-9522-2914","https://orcid.org/0009-0003-6582-7869"]},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhi Zhang","raw_affiliation_strings":["Department of Information Management, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6098,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69746218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"38","issue":"1","first_page":"138","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13976","display_name":"Web visibility and informetrics","score":0.007799999788403511,"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/T13673","display_name":"Library Science and Information","score":0.004900000058114529,"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/academic-review","display_name":"academic review","score":0.8180000185966492},{"id":"https://openalex.org/keywords/review-mining","display_name":"review mining","score":0.5960000157356262},{"id":"https://openalex.org/keywords/library-resources","display_name":"library resources","score":0.5649999976158142},{"id":"https://openalex.org/keywords/altmetrics","display_name":"altmetrics","score":0.5989999771118164},{"id":"https://openalex.org/keywords/book-selection","display_name":"book selection","score":0.6919999718666077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7013022899627686},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5721901059150696},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5660771131515503},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44934073090553284},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4473876655101776},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4365176558494568},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.4273257851600647},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42004379630088806},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3897433876991272},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13723114132881165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11483967304229736},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10624587535858154},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/el-08-2019-0184","doi":"https://doi.org/10.1108/el-08-2019-0184","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-08-2019-0184","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1"],"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":"The Electronic Library","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W641279353","https://openalex.org/W1499164265","https://openalex.org/W1551929248","https://openalex.org/W1731700882","https://openalex.org/W1768565926","https://openalex.org/W1880262756","https://openalex.org/W1890493318","https://openalex.org/W1907555761","https://openalex.org/W1925145378","https://openalex.org/W1938800651","https://openalex.org/W1963664539","https://openalex.org/W1964480297","https://openalex.org/W1974462755","https://openalex.org/W1975241571","https://openalex.org/W1976029991","https://openalex.org/W1983012012","https://openalex.org/W1991435687","https://openalex.org/W2001932471","https://openalex.org/W2003786618","https://openalex.org/W2004830941","https://openalex.org/W2005905012","https://openalex.org/W2050025702","https://openalex.org/W2081898637","https://openalex.org/W2087253031","https://openalex.org/W2096974619","https://openalex.org/W2099336098","https://openalex.org/W2107743791","https://openalex.org/W2108765529","https://openalex.org/W2109038907","https://openalex.org/W2126344100","https://openalex.org/W2127484150","https://openalex.org/W2144104568","https://openalex.org/W2147152072","https://openalex.org/W2152050378","https://openalex.org/W2160660844","https://openalex.org/W2163187547","https://openalex.org/W2165599843","https://openalex.org/W2169892891","https://openalex.org/W2187741934","https://openalex.org/W2206510410","https://openalex.org/W2218653710","https://openalex.org/W2306023980","https://openalex.org/W2346028452","https://openalex.org/W2387494018","https://openalex.org/W2400160693","https://openalex.org/W2724770459","https://openalex.org/W2741446088","https://openalex.org/W2801524894","https://openalex.org/W2891501638","https://openalex.org/W2893685411","https://openalex.org/W2897576010","https://openalex.org/W2949998441","https://openalex.org/W4242244456"],"related_works":["https://openalex.org/W2306023980","https://openalex.org/W4403099852","https://openalex.org/W3081996102","https://openalex.org/W2400160693","https://openalex.org/W2397459225","https://openalex.org/W2804808362","https://openalex.org/W4281686980","https://openalex.org/W2471349534","https://openalex.org/W7154314126","https://openalex.org/W2144104568"],"abstract_inverted_index":{"Purpose":[0],"As":[1],"for":[2,8,113,146,186,211,227],"academic":[3,56,89,98,107,137,162],"papers,":[4],"the":[5,10,24,95,134,176],"customary":[6],"methods":[7],"assessing":[9],"impact":[11,70,148,201,231],"of":[12,26,88,97,136,161,171,178,189,217],"books":[13],"are":[14],"based":[15],"on":[16,61,229],"citations,":[17],"which":[18,63,244],"is":[19,47],"straightforward":[20],"but":[21],"limited":[22],"to":[23,33,67,79,100,127,132,183,245],"coverage":[25],"databases.":[27],"Alternative":[28],"metrics":[29,141,145],"can":[30,64,164,206],"be":[31,65,240],"used":[32,66],"avoid":[34],"such":[35,37],"limitations,":[36],"as":[38,182],"blog":[39],"citations":[40],"and":[41,92,102,142,151,193,214,225],"library":[42],"holdings.":[43],"However,":[44],"content-level":[45],"information":[46,210],"generally":[48],"ignored,":[49],"thus":[50],"overlooking":[51],"users\u2019":[52],"intentions.":[53],"Meanwhile,":[54],"abundant":[55],"reviews":[57,90,99,108,163],"express":[58],"scholars\u2019":[59],"opinions":[60],"books,":[62,172,180],"assess":[68,80],"books\u2019":[69,81],"via":[71,203],"fine-grained":[72,159],"review":[73,123,140],"mining.":[74],"Hence,":[75],"this":[76,234],"study":[77],"aims":[78],"use":[82,147,230],"impacts":[83,177],"by":[84,243],"conducting":[85],"content":[86,129,204],"mining":[87,160,205],"automatically":[91],"thereby":[93],"confirmed":[94],"usefulness":[96],"libraries":[101,192],"readers.":[103],"Design/methodology/approach":[104],"Firstly,":[105],"61,933":[106],"in":[109,196],"Choice:":[110],"Current":[111],"Reviews":[112],"Academic":[114],"Libraries":[115],"were":[116,125,149],"collected":[117],"with":[118],"three":[119],"metadata":[120],"metrics.":[121,130],"Then,":[122],"contents":[124],"mined":[126],"obtain":[128],"Finally,":[131],"identify":[133],"reliability":[135],"reviews,":[138],"Choice":[139],"other":[143,247],"assessment":[144,202],"compared":[150],"analysed.":[152],"Findings":[153],"The":[154],"analysis":[155],"results":[156],"reveal":[157],"that":[158],"help":[165],"users":[166,190,213],"quickly":[167],"understand":[168],"multi-dimensional":[169],"features":[170],"judge":[173],"or":[174],"predict":[175],"mass":[179],"so":[181],"provide":[184,207],"references":[185],"different":[187],"types":[188],"(e.g.":[191],"public":[194],"readers)":[195],"book":[197],"selection.":[198],"Originality/value":[199],"Book":[200],"more":[208],"detail":[209],"massive":[212],"cover":[215],"shortcomings":[216],"traditional":[218],"methods.":[219],"It":[220],"provides":[221],"a":[222,241],"new":[223],"perspective":[224],"method":[226,237],"researches":[228],"assessment.":[232],"Moreover,":[233],"study\u2019s":[235],"proposed":[236],"might":[238],"also":[239],"means":[242],"measure":[246],"publications":[248],"besides":[249],"books.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2020-01-23T00:00:00"}