{"id":"https://openalex.org/W3035410899","doi":"https://doi.org/10.3233/jifs-179902","title":"Determining the importance of sentence position for automatic text summarization","display_name":"Determining the importance of sentence position for automatic text summarization","publication_year":2020,"publication_date":"2020-06-09","ids":{"openalex":"https://openalex.org/W3035410899","doi":"https://doi.org/10.3233/jifs-179902","mag":"3035410899"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179902","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179902","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/A5067221570","display_name":"Griselda Areli Matias Mendoza","orcid":"https://orcid.org/0000-0003-1052-0619"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Griselda Areli Matias Mendoza","raw_affiliation_strings":["Universidad Aut\u00f3noma del Estado de M\u00e9xico, Unidad Acad\u00e9mica Profesional Tianguistenco, Instituto Literario, Toluca, Edo. Mex, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma del Estado de M\u00e9xico, Unidad Acad\u00e9mica Profesional Tianguistenco, Instituto Literario, Toluca, Edo. Mex, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090292269","display_name":"Yulia Ledeneva","orcid":"https://orcid.org/0000-0003-0766-542X"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Yulia Ledeneva","raw_affiliation_strings":["Universidad Aut\u00f3noma del Estado de M\u00e9xico, Unidad Acad\u00e9mica Profesional Tianguistenco, Instituto Literario, Toluca, Edo. Mex, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma del Estado de M\u00e9xico, Unidad Acad\u00e9mica Profesional Tianguistenco, Instituto Literario, Toluca, Edo. Mex, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047254436","display_name":"Ren\u00e9 Arnulfo Garc\u00eda-Hern\u00e1ndez","orcid":"https://orcid.org/0000-0001-7941-377X"},"institutions":[{"id":"https://openalex.org/I179647637","display_name":"Universidad Aut\u00f3noma del Estado de M\u00e9xico","ror":"https://ror.org/0079gpv38","country_code":"MX","type":"education","lineage":["https://openalex.org/I179647637"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rene Arnulfo Garc\u00eda-Hern\u00e1ndez","raw_affiliation_strings":["Universidad Aut\u00f3noma del Estado de M\u00e9xico, Unidad Acad\u00e9mica Profesional Tianguistenco, Instituto Literario, Toluca, Edo. Mex, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma del Estado de M\u00e9xico, Unidad Acad\u00e9mica Profesional Tianguistenco, Instituto Literario, Toluca, Edo. Mex, M\u00e9xico","institution_ids":["https://openalex.org/I179647637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090292269"],"corresponding_institution_ids":["https://openalex.org/I179647637"],"apc_list":null,"apc_paid":null,"fwci":0.544,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73301073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"39","issue":"2","first_page":"2421","last_page":"2431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9943000078201294,"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/automatic-summarization","display_name":"Automatic summarization","score":0.938119649887085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8291387557983398},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.7487183213233948},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7242408394813538},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6500850915908813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6007750034332275},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5830317735671997},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.49169665575027466},{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.4887502193450928},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45633476972579956},{"id":"https://openalex.org/keywords/paragraph","display_name":"Paragraph","score":0.42319566011428833},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08949565887451172}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.938119649887085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8291387557983398},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.7487183213233948},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7242408394813538},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6500850915908813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6007750034332275},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5830317735671997},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.49169665575027466},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.4887502193450928},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45633476972579956},{"id":"https://openalex.org/C2777206241","wikidata":"https://www.wikidata.org/wiki/Q194431","display_name":"Paragraph","level":2,"score":0.42319566011428833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08949565887451172},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179902","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179902","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/4","score":0.4099999964237213,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W4742464","https://openalex.org/W104889877","https://openalex.org/W179757531","https://openalex.org/W192892443","https://openalex.org/W201486853","https://openalex.org/W868234707","https://openalex.org/W1555156828","https://openalex.org/W1594810626","https://openalex.org/W1979068940","https://openalex.org/W2012179416","https://openalex.org/W2021266336","https://openalex.org/W2034046256","https://openalex.org/W2035751167","https://openalex.org/W2047215893","https://openalex.org/W2068796797","https://openalex.org/W2069667724","https://openalex.org/W2087573826","https://openalex.org/W2088795315","https://openalex.org/W2094849655","https://openalex.org/W2101119909","https://openalex.org/W2101390659","https://openalex.org/W2110176141","https://openalex.org/W2110693578","https://openalex.org/W2111461166","https://openalex.org/W2146593092","https://openalex.org/W2152048685","https://openalex.org/W2155871583","https://openalex.org/W2163263681","https://openalex.org/W2166347079","https://openalex.org/W2284996572","https://openalex.org/W2397314451","https://openalex.org/W2510025478","https://openalex.org/W2806691550","https://openalex.org/W2927490800","https://openalex.org/W2933471439","https://openalex.org/W2945884522","https://openalex.org/W3099883129","https://openalex.org/W3101913037","https://openalex.org/W4407735695","https://openalex.org/W6667459128","https://openalex.org/W6667599445","https://openalex.org/W6675482939","https://openalex.org/W6682470809"],"related_works":["https://openalex.org/W2104677027","https://openalex.org/W3164984162","https://openalex.org/W2391800119","https://openalex.org/W2595239241","https://openalex.org/W2799181378","https://openalex.org/W2902627734","https://openalex.org/W2052919063","https://openalex.org/W2112885393","https://openalex.org/W1990695371","https://openalex.org/W3003711649"],"abstract_inverted_index":{"The":[0,98],"methods":[1,109],"of":[2,10,13,36,45,56,78,92,105,113,130],"Automatic":[3],"Extractive":[4],"Summarization":[5],"(AES)":[6],"uses":[7],"the":[8,11,14,19,33,37,43,46,54,57,71,90,96,106,111,119,128],"features":[9],"sentences":[12,35,73,93],"original":[15],"text":[16,38,47],"to":[17,64,88,95,126],"extract":[18],"most":[20],"important":[21],"information":[22],"that":[23,32,70],"will":[24],"be":[25],"considered":[26],"in":[27],"summary.":[28],"It":[29],"is":[30,50,62],"known":[31],"first":[34],"are":[39],"more":[40],"relevant":[41],"than":[42],"rest":[44],"(this":[48],"heuristic":[49],"called":[51],"baseline),":[52],"so":[53],"position":[55],"sentence":[58],"(in":[59],"reverse":[60],"order)":[61],"used":[63],"determine":[65,127],"its":[66],"relevance,":[67],"which":[68],"means":[69],"last":[72],"have":[74],"practically":[75],"no":[76],"possibility":[77],"being":[79],"selected.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84],"present":[85],"a":[86],"way":[87],"soften":[89],"importance":[91,129],"according":[94],"position.":[97],"comprehensive":[99],"tests":[100],"were":[101],"done":[102],"on":[103],"one":[104],"best":[107],"AES":[108],"using":[110],"bag":[112],"words":[114],"and":[115,122],"n-grams":[116],"models":[117],"with":[118,120],"DUC02":[121],"DUC01":[123],"data":[124],"sets":[125],"sentences.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
