{"id":"https://openalex.org/W4385272698","doi":"https://doi.org/10.1142/s0219649223500405","title":"An Interactive Web-Based Dashboard to Examine Trending Topics: Application to Financial Journals","display_name":"An Interactive Web-Based Dashboard to Examine Trending Topics: Application to Financial Journals","publication_year":2023,"publication_date":"2023-07-25","ids":{"openalex":"https://openalex.org/W4385272698","doi":"https://doi.org/10.1142/s0219649223500405"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649223500405","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649223500405","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digital.library.unt.edu/ark:/67531/metadc2047077/m2/1/high_res_d/ICKM-2022-Track-13-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113003268","display_name":"Ngoc Phan","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ngoc Phan","raw_affiliation_strings":["Department of Computer Science and Engineering, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081997684","display_name":"Nayana Pampapura Madali","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nayana Pampapura Madali","raw_affiliation_strings":["Department of Information Science, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA"],"raw_orcid":"https://orcid.org/0000-0002-7707-1304","affiliations":[{"raw_affiliation_string":"Department of Information Science, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045972796","display_name":"Sahar Behpour","orcid":"https://orcid.org/0000-0003-1526-9750"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahar Behpour","raw_affiliation_strings":["Department of Information Science, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041936605","display_name":"Ting Xiao","orcid":"https://orcid.org/0000-0001-8548-5710"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting Xiao","raw_affiliation_strings":["Department of Information Science, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science, University of North Texas, 3940 North Elm, Denton, TX 76203-5017, USA","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081997684"],"corresponding_institution_ids":["https://openalex.org/I123534392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08930664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"06","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9833999872207642,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9833999872207642,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9812999963760376,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9611999988555908,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/dashboard","display_name":"Dashboard","score":0.8290110230445862},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.769905686378479},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6839600205421448},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6625052690505981},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5895100235939026},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.47300273180007935},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42099428176879883},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.325547993183136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1588124930858612}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.8290110230445862},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.769905686378479},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6839600205421448},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6625052690505981},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5895100235939026},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.47300273180007935},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42099428176879883},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.325547993183136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1588124930858612},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219649223500405","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649223500405","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},{"id":"pmh:info:ark/67531/metadc2047077","is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc2047077/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc2047077/m2/1/high_res_d/ICKM-2022-Track-13-2.pdf","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"17th International Conference on Knowledge Management (ICKM-2022), June 23-24, 2022. University of Applied Sciences, Fachhochschule Potsdam, Germany","raw_type":"Text"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:22:y:2023:i:06:n:s0219649223500405","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649223500405","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:info:ark/67531/metadc2047077","is_oa":true,"landing_page_url":"https://digital.library.unt.edu/ark:/67531/metadc2047077/","pdf_url":"https://digital.library.unt.edu/ark:/67531/metadc2047077/m2/1/high_res_d/ICKM-2022-Track-13-2.pdf","source":{"id":"https://openalex.org/S4306400792","display_name":"University of North Texas Digital Library (University of North Texas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123534392","host_organization_name":"University of North Texas","host_organization_lineage":["https://openalex.org/I123534392"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"17th International Conference on Knowledge Management (ICKM-2022), June 23-24, 2022. University of Applied Sciences, Fachhochschule Potsdam, Germany","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385272698.pdf","grobid_xml":"https://content.openalex.org/works/W4385272698.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2062641259","https://openalex.org/W2160905040","https://openalex.org/W2555756618","https://openalex.org/W2777384663","https://openalex.org/W2810922655","https://openalex.org/W2978709688","https://openalex.org/W2983795814","https://openalex.org/W2998089948","https://openalex.org/W3000109586","https://openalex.org/W3027992628","https://openalex.org/W3030879045","https://openalex.org/W3036793583","https://openalex.org/W3089447271","https://openalex.org/W3092389559","https://openalex.org/W3135707401","https://openalex.org/W3138801212","https://openalex.org/W3169651942","https://openalex.org/W3174028161","https://openalex.org/W3201252735"],"related_works":["https://openalex.org/W2607236244","https://openalex.org/W2382083831","https://openalex.org/W2169792944","https://openalex.org/W4386891374","https://openalex.org/W4292603292","https://openalex.org/W2594203497","https://openalex.org/W3048913176","https://openalex.org/W4282830003","https://openalex.org/W2947439131","https://openalex.org/W4390187560"],"abstract_inverted_index":{"Understanding":[0],"trends":[1,78,120,124],"is":[2,86],"helpful":[3],"to":[4,55,73,103,121,125,139,160,166,176],"identify":[5,167],"future":[6],"behaviours":[7],"in":[8,19,70,79,157],"the":[9,12,48,71,89,136,151,158,163,168,177],"field,":[10],"and":[11,17,53,76,96,147,172],"roles":[13],"of":[14,82,113],"people,":[15,170],"places,":[16,171],"institutions":[18,173],"setting":[20],"those":[21,123],"trends.":[22],"Although":[23],"traditional":[24],"clustering":[25,92],"strategies":[26],"can":[27,131],"group":[28],"articles":[29,45],"into":[30,135],"topics,":[31],"these":[32,59],"techniques":[33],"do":[34],"not":[35],"focus":[36],"on":[37],"topics":[38,107,138],"over":[39,127],"limited":[40],"timescales;":[41],"additionally,":[42],"even":[43],"when":[44],"are":[46,51],"grouped,":[47],"generated":[49],"results":[50],"extensive":[52],"difficult":[54],"navigate.":[56],"To":[57],"address":[58],"concerns,":[60],"we":[61],"create":[62],"an":[63,68],"interactive":[64,152],"dashboard":[65,153],"that":[66],"helps":[67],"expert":[69],"field":[72,159],"better":[74],"understand":[75,140],"quantify":[77],"their":[80,141],"area":[81],"research.":[83],"Trend":[84],"detection":[85],"performed":[87],"using":[88],"time-biased":[90],"document":[91],"method.":[93],"The":[94],"developed":[95],"freely":[97],"available":[98],"web":[99],"application":[100],"enables":[101],"users":[102],"detect":[104],"well-defined":[105],"trending":[106],"by":[108],"experimenting":[109],"with":[110],"various":[111],"levels":[112],"temporal":[114],"bias":[115],"\u2014":[116],"from":[117],"detecting":[118],"short-timescale":[119],"allowing":[122],"spread":[126],"longer":[128],"times.":[129],"Experts":[130],"readily":[132],"drill":[133],"down":[134],"identified":[137],"meaning":[142],"through":[143,162],"keywords,":[144],"example":[145],"articles,":[146],"time":[148],"range.":[149],"Overall,":[150],"will":[154],"allow":[155],"experts":[156],"sift":[161],"vast":[164],"literature":[165],"concepts,":[169],"most":[174],"critical":[175],"field.":[178]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}