{"id":"https://openalex.org/W3020730519","doi":"https://doi.org/10.3233/jifs-179874","title":"Argumentative relation identification in academic texts","display_name":"Argumentative relation identification in academic texts","publication_year":2020,"publication_date":"2020-04-22","ids":{"openalex":"https://openalex.org/W3020730519","doi":"https://doi.org/10.3233/jifs-179874","mag":"3020730519"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179874","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179874","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 & 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/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":"Jes\u00fas Miguel Garc\u00eda-Gorrostieta","raw_affiliation_strings":["Computational Sciences Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Tonantzintla, Puebla, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Sciences Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Tonantzintla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"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":false,"raw_author_name":"Aurelio L\u00f3pez-L\u00f3pez","raw_affiliation_strings":["Computational Sciences Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Tonantzintla, Puebla, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Sciences Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica, Tonantzintla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","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 Information Technologies and Communication, Technological University of Nogales, Sonora, M\u00e9xico","E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies and Communication, Technological University of Nogales, Sonora, M\u00e9xico","institution_ids":["https://openalex.org/I30264628","https://openalex.org/I4387155726"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038918896"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.1304,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52402579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"39","issue":"2","first_page":"2081","last_page":"2091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9991999864578247,"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":0.9969000220298767,"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/argumentative","display_name":"Argumentative","score":0.9924209117889404},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.833149254322052},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.7998462915420532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6995154619216919},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6981289386749268},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5848022103309631},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.57551109790802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5424684882164001},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.48841971158981323},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.47292807698249817},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.09129771590232849},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.08672979474067688}],"concepts":[{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.9924209117889404},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.833149254322052},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.7998462915420532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995154619216919},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6981289386749268},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5848022103309631},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.57551109790802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5424684882164001},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.48841971158981323},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.47292807698249817},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.09129771590232849},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.08672979474067688},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179874","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179874","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 & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W581684831","https://openalex.org/W651638839","https://openalex.org/W1504984080","https://openalex.org/W1523296404","https://openalex.org/W1534656862","https://openalex.org/W1997210479","https://openalex.org/W2097794246","https://openalex.org/W2101234009","https://openalex.org/W2112178080","https://openalex.org/W2164777277","https://openalex.org/W2236647290","https://openalex.org/W2250237086","https://openalex.org/W2250309026","https://openalex.org/W2250539671","https://openalex.org/W2251048393","https://openalex.org/W2251112316","https://openalex.org/W2327805699","https://openalex.org/W2343649478","https://openalex.org/W2471324264","https://openalex.org/W2759690420","https://openalex.org/W2788370157","https://openalex.org/W2800905795","https://openalex.org/W2804626999","https://openalex.org/W2811022694","https://openalex.org/W2912804155","https://openalex.org/W3105663928","https://openalex.org/W4232387830","https://openalex.org/W4244164260","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2166082976","https://openalex.org/W3020730519","https://openalex.org/W3014611842","https://openalex.org/W3196618017","https://openalex.org/W2908137821","https://openalex.org/W2554832208","https://openalex.org/W2081647779","https://openalex.org/W325641527","https://openalex.org/W3084106945","https://openalex.org/W3176397918"],"abstract_inverted_index":{"The":[0,15],"argumentation":[1],"in":[2,63,101,123],"academic":[3,105],"writings":[4],"is":[5],"necessary":[6],"to":[7,42,59],"clearly":[8],"communicate":[9],"the":[10,13,27,32,50,69,109,115,119],"ideas":[11],"of":[12,31,47,91,104],"students.":[14],"relations":[16],"between":[17,45],"argumentative":[18,102,120],"components":[19,56,76],"are":[20,57],"an":[21],"essential":[22],"part":[23],"since":[24],"this":[25,36],"shows":[26],"contrast":[28],"or":[29,65],"support":[30,64,79],"presented":[33],"ideas.":[34],"In":[35,49,68],"paper,":[37],"we":[38,52,72,84],"present":[39],"two":[40],"approaches":[41],"relation":[43],"identification":[44],"pairs":[46],"components.":[48],"first,":[51],"detect":[53],"initially":[54],"which":[55,75],"related,":[58],"later":[60],"classify":[61],"them":[62],"attack":[66],"relation.":[67,80],"second":[70],"approach,":[71],"identify":[73],"directly":[74],"have":[77],"a":[78],"For":[81],"these":[82],"approaches,":[83],"employed":[85],"machine":[86],"learning":[87],"techniques":[88],"with":[89],"representations":[90],"several":[92],"lexical,":[93],"syntactic,":[94],"semantic,":[95],"structural":[96],"and":[97,117],"indicator":[98],"features.":[99],"Experiments":[100],"sections":[103],"theses":[106],"showed":[107],"that":[108],"models":[110],"achieve":[111],"encouraging":[112],"results":[113],"solving":[114],"task,":[116],"revealing":[118],"structures":[121],"prevailing":[122],"student":[124],"writings.":[125]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}