{"id":"https://openalex.org/W2970802143","doi":"https://doi.org/10.1080/13614568.2019.1653996","title":"A novel approach for finding research areas for new researchers","display_name":"A novel approach for finding research areas for new researchers","publication_year":2019,"publication_date":"2019-07-03","ids":{"openalex":"https://openalex.org/W2970802143","doi":"https://doi.org/10.1080/13614568.2019.1653996","mag":"2970802143"},"language":"en","primary_location":{"id":"doi:10.1080/13614568.2019.1653996","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13614568.2019.1653996","pdf_url":null,"source":{"id":"https://openalex.org/S5817663","display_name":"New Review of Hypermedia and Multimedia","issn_l":"1361-4568","issn":["1361-4568","1740-7842"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Review of Hypermedia and Multimedia","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/A5051436993","display_name":"Nouman Malik","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nouman Malik","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073826651","display_name":"Hikmat Ullah Khan","orcid":"https://orcid.org/0000-0002-8178-6652"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hikmat Ullah Khan","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034257406","display_name":"Muhammad Shahzad Faisal","orcid":"https://orcid.org/0000-0003-1987-5782"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Shahzad Faisal","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081073247","display_name":"Ahsan Mahmood","orcid":"https://orcid.org/0000-0002-1229-7484"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ahsan Mahmood","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046309233","display_name":"Sanghyun Seo","orcid":"https://orcid.org/0000-0002-4824-3517"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanghyun Seo","raw_affiliation_strings":["School of Computer Art, Collage of Computer Art and Technology, Chung-Ang University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4824-3517","affiliations":[{"raw_affiliation_string":"School of Computer Art, Collage of Computer Art and Technology, Chung-Ang University, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037673462","display_name":"M. Raheel Bhutta","orcid":"https://orcid.org/0000-0002-3213-7154"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Muhammad Raheel Bhutta","raw_affiliation_strings":["Department of Computer Science and Engineering, Sejong University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037673462"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":null,"apc_paid":null,"fwci":0.1526,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59454681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"25","issue":"3","first_page":"182","last_page":"204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9937999844551086,"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":0.9937999844551086,"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/T11937","display_name":"Research Data Management Practices","score":0.968500018119812,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9488000273704529,"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/field","display_name":"Field (mathematics)","score":0.7101671695709229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.701489269733429},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.6910457015037537},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6850305795669556},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5639195442199707},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.49244508147239685},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.460082083940506},{"id":"https://openalex.org/keywords/research-methodology","display_name":"Research methodology","score":0.4329605996608734},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12928959727287292},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08087995648384094},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07766437530517578}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.7101671695709229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701489269733429},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6910457015037537},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6850305795669556},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5639195442199707},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.49244508147239685},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.460082083940506},{"id":"https://openalex.org/C2986817661","wikidata":"https://www.wikidata.org/wiki/Q185698","display_name":"Research methodology","level":3,"score":0.4329605996608734},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12928959727287292},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08087995648384094},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07766437530517578},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"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/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13614568.2019.1653996","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13614568.2019.1653996","pdf_url":null,"source":{"id":"https://openalex.org/S5817663","display_name":"New Review of Hypermedia and Multimedia","issn_l":"1361-4568","issn":["1361-4568","1740-7842"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Review of Hypermedia and Multimedia","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":41,"referenced_works":["https://openalex.org/W19335905","https://openalex.org/W1633461036","https://openalex.org/W1975475878","https://openalex.org/W1996557842","https://openalex.org/W2005706022","https://openalex.org/W2010358462","https://openalex.org/W2013811657","https://openalex.org/W2018392915","https://openalex.org/W2034800299","https://openalex.org/W2038301190","https://openalex.org/W2042212811","https://openalex.org/W2042463707","https://openalex.org/W2046852280","https://openalex.org/W2062908258","https://openalex.org/W2082219060","https://openalex.org/W2112300658","https://openalex.org/W2116559530","https://openalex.org/W2126334169","https://openalex.org/W2128438887","https://openalex.org/W2156307668","https://openalex.org/W2169089330","https://openalex.org/W2291664248","https://openalex.org/W2345436747","https://openalex.org/W2409735172","https://openalex.org/W2469258142","https://openalex.org/W2733086287","https://openalex.org/W2756789766","https://openalex.org/W2765708881","https://openalex.org/W2770717476","https://openalex.org/W2804674389","https://openalex.org/W2808046184","https://openalex.org/W2883356909","https://openalex.org/W2885225997","https://openalex.org/W2887180768","https://openalex.org/W2887521595","https://openalex.org/W2894080473","https://openalex.org/W2895090983","https://openalex.org/W2903720657","https://openalex.org/W2912203023","https://openalex.org/W3115804642","https://openalex.org/W4302406680"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W3195885622","https://openalex.org/W2944956426","https://openalex.org/W2142384531","https://openalex.org/W2240544532","https://openalex.org/W3120095063","https://openalex.org/W3118915248","https://openalex.org/W4387702597","https://openalex.org/W3124173952","https://openalex.org/W1984841876"],"abstract_inverted_index":{"In":[0,93,131],"academia,":[1],"choosing":[2,54],"a":[3,28,105],"research":[4,35,57,69,84,102,115,137,156,185,191],"area":[5,58,66,116],"is":[6,24,59,70,117,122,178],"always":[7],"too":[8],"important":[9],"because":[10],"it":[11,23,75],"determines":[12],"the":[13,16,20,33,42,47,55,64,68,73,91,135,148,169,183,189],"future":[14],"of":[15,37,50,60,88,90,110,161,196],"researchers.":[17],"However,":[18],"in":[19,78,86,113,128,155,168,194],"current":[21],"scenario,":[22],"not":[25],"possible":[26],"for":[27,67,104,139],"new":[29,106,140,149],"researcher":[30],"to":[31,46,99,133,146],"identify":[32,134],"attractive":[34,101,136,184],"areas":[36,103],"their":[38],"interest":[39],"based":[40],"on":[41],"published":[43],"papers":[44],"due":[45],"huge":[48],"amount":[49,109],"data":[51],"availability.":[52],"Therefore,":[53],"right":[56,65],"great":[61],"potential.":[62],"If":[63],"chosen":[71],"by":[72],"researcher,":[74],"can":[76],"help":[77],"getting":[79],"more":[80],"citations":[81],"and":[82,152,180],"better":[83],"outcome":[85],"terms":[87],"acceptability":[89],"work.":[92],"this":[94,114,129],"paper,":[95],"our":[96,162,176],"focus":[97],"was":[98],"find":[100,147,182],"scholar.":[107],"The":[108,172],"work":[111,126,163],"done":[112,127],"very":[118,123],"limited":[119],"therefore,":[120],"there":[121],"little":[124],"past":[125],"field.":[130,171],"order":[132],"fields":[138,151,186],"scientists,":[141],"we":[142,181],"use":[143],"statistical-based":[144],"approach":[145,177],"emerging":[150],"top":[153],"trends":[154],"as":[157,159],"well":[158],"comparison":[160],"with":[164],"other":[165],"models":[166],"used":[167],"same":[170],"results":[173],"show":[174],"that":[175],"feasible":[179],"effectively":[187],"from":[188],"real-world":[190],"paper":[192],"database":[193],"form":[195],"DBLP.":[197]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
