{"id":"https://openalex.org/W3207026084","doi":"https://doi.org/10.1145/3472410.3472433","title":"Text Mining Approach for Identifying Research Trends","display_name":"Text Mining Approach for Identifying Research Trends","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3207026084","doi":"https://doi.org/10.1145/3472410.3472433","mag":"3207026084"},"language":"en","primary_location":{"id":"doi:10.1145/3472410.3472433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472410.3472433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computer Systems and Technologies '21","raw_type":"proceedings-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/A5019594597","display_name":"Snezhana Sulova","orcid":"https://orcid.org/0000-0003-4889-0973"},"institutions":[{"id":"https://openalex.org/I124938932","display_name":"University of Economics Varna","ror":"https://ror.org/03g67sb77","country_code":"BG","type":"education","lineage":["https://openalex.org/I124938932"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Snezhana Sulova","raw_affiliation_strings":["University of Economics - Varna, Bulgaria"],"affiliations":[{"raw_affiliation_string":"University of Economics - Varna, Bulgaria","institution_ids":["https://openalex.org/I124938932"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019594597"],"corresponding_institution_ids":["https://openalex.org/I124938932"],"apc_list":null,"apc_paid":null,"fwci":0.2721,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63973062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"349","issue":null,"first_page":"93","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9905999898910522,"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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9905999898910522,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9761999845504761,"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"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9617000222206116,"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/computer-science","display_name":"Computer science","score":0.6678785085678101},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5037690997123718},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3962671160697937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3237084150314331}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6678785085678101},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5037690997123718},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3962671160697937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3237084150314331}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3472410.3472433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472410.3472433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computer Systems and Technologies '21","raw_type":"proceedings-article"},{"id":"pmh:oai:bpos.bg:35629","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055231","display_name":"Bulgarian Portal for Open Science","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W182831726","https://openalex.org/W656084319","https://openalex.org/W2460785176","https://openalex.org/W2500938130","https://openalex.org/W2590371688","https://openalex.org/W2617935757","https://openalex.org/W2768310562","https://openalex.org/W3045720675","https://openalex.org/W3151941575","https://openalex.org/W4210327135","https://openalex.org/W4240409582","https://openalex.org/W4243626155","https://openalex.org/W6637092251"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"With":[0],"the":[1,6,13,18,32,69,77,101,110,115,124,132],"increase":[2],"of":[3,15,20,25,34,71,79,97,114,120],"unstructured":[4],"data,":[5],"issues":[7],"connected":[8],"with":[9],"automatic":[10],"text":[11,56],"processing,":[12],"categorization":[14],"documents":[16],"and":[17,36,75],"discovery":[19],"topics":[21,78],"have":[22],"become":[23],"objects":[24],"growing":[26],"interest.":[27],"In":[28],"order":[29],"to":[30,43,61,108],"improve":[31],"process":[33],"grouping":[35],"processing":[37],"research":[38,102],"publications,":[39],"we":[40],"would":[41],"like":[42],"propose":[44],"a":[45],"method":[46],"based":[47,54],"upon":[48],"natural":[49],"language":[50],"processing.":[51],"It":[52,67],"is":[53,117],"on":[55],"mining":[57],"technologies":[58,122],"which":[59],"aim":[60],"identify":[62],"key":[63,88],"tendencies":[64,89],"in":[65,123],"documents.":[66],"processes":[68],"content":[70],"publications":[72,116],"by":[73,86],"clustering":[74],"identifies":[76],"each":[80],"identified":[81],"group.":[82],"This":[83],"analysis":[84],"helps":[85],"identifying":[87],"as":[90,92],"well":[91],"discovering":[93],"emerging":[94],"new":[95],"areas":[96],"research.":[98],"Publications":[99],"from":[100],"literature":[103],"database,":[104],"Scopus,":[105],"were":[106,129],"used":[107],"test":[109],"approach.":[111],"The":[112,127],"topic":[113],"\u201cthe":[118],"application":[119],"digital":[121],"logistics":[125],"business\u201d.":[126],"experiments":[128],"completed":[130],"using":[131],"RapidMiner":[133],"Studio":[134],"software.":[135]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-02T08:37:19.008085","created_date":"2025-10-10T00:00:00"}
