{"id":"https://openalex.org/W3010309659","doi":"https://doi.org/10.1145/3378936.3378939","title":"Improving Core Topics Discovery in Semantic Markup Literature","display_name":"Improving Core Topics Discovery in Semantic Markup Literature","publication_year":2020,"publication_date":"2020-01-12","ids":{"openalex":"https://openalex.org/W3010309659","doi":"https://doi.org/10.1145/3378936.3378939","mag":"3010309659"},"language":"en","primary_location":{"id":"doi:10.1145/3378936.3378939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378936.3378939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Software Engineering and Information Management","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/A5101923478","display_name":"Carlos Montenegro","orcid":"https://orcid.org/0000-0002-3608-7158"},"institutions":[{"id":"https://openalex.org/I70764802","display_name":"National Polytechnic School","ror":"https://ror.org/01gb99w41","country_code":"EC","type":"education","lineage":["https://openalex.org/I70764802"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Carlos Montenegro","raw_affiliation_strings":["Escuela Polit\u00e9cnica Nacional, Quito - Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica Nacional, Quito - Ecuador","institution_ids":["https://openalex.org/I70764802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001578519","display_name":"Rosa Navarrete","orcid":"https://orcid.org/0000-0002-1435-5000"},"institutions":[{"id":"https://openalex.org/I70764802","display_name":"National Polytechnic School","ror":"https://ror.org/01gb99w41","country_code":"EC","type":"education","lineage":["https://openalex.org/I70764802"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Rosa Navarrete","raw_affiliation_strings":["Escuela Polit\u00e9cnica Nacional, Quito - Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica Nacional, Quito - Ecuador","institution_ids":["https://openalex.org/I70764802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101923478"],"corresponding_institution_ids":["https://openalex.org/I70764802"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51213013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9973999857902527,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markup-language","display_name":"Markup language","score":0.9195621013641357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.814237117767334},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.6693618297576904},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5606212615966797},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5088763236999512},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5019407272338867},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48079434037208557},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4571090340614319},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.43905413150787354},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.41516929864883423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40734583139419556},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.397136926651001},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34665125608444214},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.20887130498886108},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09152165055274963}],"concepts":[{"id":"https://openalex.org/C45874996","wikidata":"https://www.wikidata.org/wiki/Q37045","display_name":"Markup language","level":3,"score":0.9195621013641357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.814237117767334},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.6693618297576904},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5606212615966797},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5088763236999512},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5019407272338867},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48079434037208557},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4571090340614319},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.43905413150787354},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.41516929864883423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40734583139419556},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.397136926651001},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34665125608444214},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.20887130498886108},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09152165055274963},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3378936.3378939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378936.3378939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Software Engineering and Information Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W59531631","https://openalex.org/W155236017","https://openalex.org/W1576855214","https://openalex.org/W1583544304","https://openalex.org/W1880262756","https://openalex.org/W1927727507","https://openalex.org/W1944880319","https://openalex.org/W1984251878","https://openalex.org/W1999798506","https://openalex.org/W2001082470","https://openalex.org/W2006604430","https://openalex.org/W2026981750","https://openalex.org/W2093605115","https://openalex.org/W2124493593","https://openalex.org/W2157593377","https://openalex.org/W2159426623","https://openalex.org/W2160170318","https://openalex.org/W2174706414","https://openalex.org/W2180673283","https://openalex.org/W2196674927","https://openalex.org/W2283805263","https://openalex.org/W2321559308","https://openalex.org/W2522581443","https://openalex.org/W2536126309","https://openalex.org/W2579395854","https://openalex.org/W2598420636","https://openalex.org/W6676781583"],"related_works":["https://openalex.org/W4385386698","https://openalex.org/W4388119604","https://openalex.org/W2954418080","https://openalex.org/W3121570353","https://openalex.org/W818235636","https://openalex.org/W4388119676","https://openalex.org/W1566913699","https://openalex.org/W2081328318","https://openalex.org/W2043722775","https://openalex.org/W1889092586"],"abstract_inverted_index":{"This":[0],"research":[1],"configures":[2],"a":[3,29],"corpus":[4],"of":[5,56,95],"articles":[6],"related":[7],"to":[8,32,63,82],"the":[9,24,34,54,68,84,93],"aspects":[10],"being":[11,36],"investigated":[12],"in":[13,98],"Semantic":[14,99],"Markup,":[15],"knowledge":[16],"domain":[17],"that":[18,77],"has":[19],"evolved":[20],"and":[21,27,48,66,88],"expanded":[22],"over":[23],"last":[25],"decade":[26],"conduct":[28],"manual":[30],"process":[31],"identify":[33],"Topics":[35],"addressed.":[37],"Then,":[38],"it":[39,89],"is":[40,90],"used":[41],"LDA,":[42],"an":[43],"unsupervised":[44],"probabilistic":[45],"topic":[46],"model,":[47],"other":[49],"tools,":[50],"for":[51,92],"automatically":[52],"recognize":[53],"topics":[55,97],"interest":[57],"within":[58],"this":[59,61],"corpus;":[60],"aims":[62],"interpret,":[64],"validate":[65],"complement":[67],"results":[69,73],"manually":[70],"obtained.":[71],"The":[72],"let":[74],"us":[75],"argue":[76],"using":[78],"combined":[79],"techniques":[80],"contribute":[81],"improving":[83],"human":[85],"expert":[86],"analysis,":[87],"helpfully":[91],"discovery":[94],"core":[96],"Markup":[100],"Literature.":[101]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
