{"id":"https://openalex.org/W4205188348","doi":"https://doi.org/10.3233/jifs-219237","title":"Improved argumentative paragraphs detection in academic theses supported with unit segmentation","display_name":"Improved argumentative paragraphs detection in academic theses supported with unit segmentation","publication_year":2021,"publication_date":"2021-12-31","ids":{"openalex":"https://openalex.org/W4205188348","doi":"https://doi.org/10.3233/jifs-219237"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-219237","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219237","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5038918896","display_name":"Jes\u00fas Miguel Garc\u00eda-Gorrostieta","orcid":"https://orcid.org/0000-0001-6246-6795"},"institutions":[{"id":"https://openalex.org/I4210120417","display_name":"Universidad de la Sierra","ror":"https://ror.org/02kha8k84","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210120417"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Miguel Garc\u00eda-Gorrostieta","raw_affiliation_strings":["Universidad de la Sierra, Moctezuma, Sonora 84560 M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de la Sierra, Moctezuma, Sonora 84560 M\u00e9xico","institution_ids":["https://openalex.org/I4210120417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091835429","display_name":"Aurelio L\u00f3pez\u2010L\u00f3pez","orcid":"https://orcid.org/0000-0001-8832-3880"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Aurelio L\u00f3pez-L\u00f3pez","raw_affiliation_strings":["Department of Computational Scs., Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro. No. 1, Tonantzintla, Pue. 72840 M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Scs., Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro. No. 1, Tonantzintla, Pue. 72840 M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003221741","display_name":"Samuel Gonz\u00e1lez\u2010L\u00f3pez","orcid":"https://orcid.org/0000-0002-1511-1227"},"institutions":[{"id":"https://openalex.org/I30264628","display_name":"Instituto Tecnol\u00f3gico de Nogales","ror":"https://ror.org/0177s1090","country_code":"MX","type":"education","lineage":["https://openalex.org/I30264628"]},{"id":"https://openalex.org/I4387155726","display_name":"Universidad Tecnol\u00f3gica de Nogales","ror":"https://ror.org/00kh41v43","country_code":"MX","type":"education","lineage":["https://openalex.org/I4387155726"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Samuel Gonz\u00e1lez-L\u00f3pez","raw_affiliation_strings":["Department of Computer Scs., Universidad Tecnol\u00f3gica de Nogales, Av. Universidad 271, Nogales, Sonora 84097 M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Scs., Universidad Tecnol\u00f3gica de Nogales, Av. Universidad 271, Nogales, Sonora 84097 M\u00e9xico","institution_ids":["https://openalex.org/I30264628","https://openalex.org/I4387155726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077557759","display_name":"Adri\u00e1n Pastor L\u00f3pez-Monroy","orcid":"https://orcid.org/0000-0003-1018-4221"},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Adri\u00e1n Pastor L\u00f3pez-Monroy","raw_affiliation_strings":["Department of Computer Scs., Centro de Investigaci\u00f3n en Matem\u00e1ticas, Jalisco S/N, Gto. Guanajuato 36023 M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Scs., Centro de Investigaci\u00f3n en Matem\u00e1ticas, Jalisco S/N, Gto. Guanajuato 36023 M\u00e9xico","institution_ids":["https://openalex.org/I124618812"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091835429"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.1365,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57278737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"42","issue":"5","first_page":"4481","last_page":"4491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"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":0.9994000196456909,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9984999895095825,"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/T10260","display_name":"Software Engineering Research","score":0.9905999898910522,"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/argumentative","display_name":"Argumentative","score":0.9895107746124268},{"id":"https://openalex.org/keywords/paragraph","display_name":"Paragraph","score":0.8637691736221313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.802787721157074},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.6949344277381897},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6449882388114929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.605070948600769},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5731845498085022},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3354009985923767},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07680502533912659}],"concepts":[{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.9895107746124268},{"id":"https://openalex.org/C2777206241","wikidata":"https://www.wikidata.org/wiki/Q194431","display_name":"Paragraph","level":2,"score":0.8637691736221313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.802787721157074},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.6949344277381897},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6449882388114929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.605070948600769},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5731845498085022},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3354009985923767},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07680502533912659},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-219237","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219237","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W66137051","https://openalex.org/W329130461","https://openalex.org/W1494417490","https://openalex.org/W1521626219","https://openalex.org/W1523296404","https://openalex.org/W1977155386","https://openalex.org/W1988330755","https://openalex.org/W2053154970","https://openalex.org/W2101234009","https://openalex.org/W2112178080","https://openalex.org/W2123442489","https://openalex.org/W2133990480","https://openalex.org/W2138528043","https://openalex.org/W2147880316","https://openalex.org/W2154407881","https://openalex.org/W2164777277","https://openalex.org/W2251060708","https://openalex.org/W2251314334","https://openalex.org/W2251625298","https://openalex.org/W2759858869","https://openalex.org/W2810259131","https://openalex.org/W3203854137","https://openalex.org/W4244164260","https://openalex.org/W6611238287","https://openalex.org/W6631982911","https://openalex.org/W6644593340","https://openalex.org/W6675354045","https://openalex.org/W6691681795","https://openalex.org/W6691753824"],"related_works":["https://openalex.org/W123909285","https://openalex.org/W4321448273","https://openalex.org/W1437497005","https://openalex.org/W4255580133","https://openalex.org/W2950795290","https://openalex.org/W2235416023","https://openalex.org/W3093095102","https://openalex.org/W1044030705","https://openalex.org/W1582835128","https://openalex.org/W2502751716"],"abstract_inverted_index":{"Academic":[0],"theses":[1],"writing":[2],"is":[3,22,44],"a":[4,45,76,109,137,153],"complex":[5],"task":[6],"that":[7,47,152],"requires":[8],"the":[9,19,30,33,81,84,88,100,115,145],"author":[10,21],"to":[11,23,28,50,63,95,150],"be":[12],"skilled":[13],"in":[14,83,93],"argumentation.":[15,162],"The":[16],"goal":[17],"of":[18,32,59,67,90,102,147],"academic":[20],"communicate":[24],"clear":[25],"ideas":[26],"and":[27,42,121,124,136],"convince":[29],"reader":[31],"presented":[34],"claims.":[35],"However,":[36],"few":[37],"students":[38],"are":[39],"good":[40],"arguers,":[41],"this":[43,53],"skill":[46],"takes":[48],"time":[49],"master.":[51],"In":[52],"paper,":[54],"we":[55],"present":[56,75],"an":[57,130],"exploration":[58],"lexical":[60,122,134],"features":[61,135],"used":[62],"model":[64],"automatic":[65],"detection":[66,89,101,146],"argumentative":[68,91,103,148,157],"paragraphs":[69],"using":[70],"machine":[71],"learning":[72],"techniques.":[73],"We":[74,105,163],"novel":[77],"proposal,":[78],"which":[79,113,128],"combines":[80],"information":[82],"complete":[85],"paragraph":[86,154],"with":[87,119,133,161],"segments":[92,149,160],"order":[94],"achieve":[96],"improved":[97],"results":[98,166],"for":[99,167],"paragraphs.":[104],"propose":[106],"two":[107],"approaches;":[108],"more":[110,126],"descriptive":[111],"one,":[112],"uses":[114,129],"decision":[116],"tree":[117],"classifier":[118,132],"indicators":[120],"features;":[123],"another":[125],"efficient,":[127],"SVM":[131],"Document":[138],"Occurrence":[139],"Representation":[140],"(DOR).":[141],"Both":[142],"approaches":[143],"consider":[144],"ensure":[151],"detected":[155],"as":[156],"has":[158],"indeed":[159],"achieved":[164],"encouraging":[165],"both":[168],"approaches.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
