{"id":"https://openalex.org/W3012378261","doi":"https://doi.org/10.3233/jifs-179702","title":"Extractive multi-document summarization using relative redundancy and coherence scores","display_name":"Extractive multi-document summarization using relative redundancy and coherence scores","publication_year":2020,"publication_date":"2020-03-16","ids":{"openalex":"https://openalex.org/W3012378261","doi":"https://doi.org/10.3233/jifs-179702","mag":"3012378261"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179702","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179702","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/A5039179239","display_name":"Nadeem Akhtar","orcid":"https://orcid.org/0000-0003-2475-5590"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nadeem Akhtar","raw_affiliation_strings":["Department of Computer Engineering, Zakir Husain College of Engineering &amp; Technology, Aligarh Muslim University, Aligarh, UP, India","Department of Computer Engineering, Zakir Husain College of Engineering & Technology, Aligarh Muslim University, Aligarh, UP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Zakir Husain College of Engineering &amp; Technology, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]},{"raw_affiliation_string":"Department of Computer Engineering, Zakir Husain College of Engineering & Technology, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055656153","display_name":"M. M. Sufyan Beg","orcid":"https://orcid.org/0000-0002-6665-2584"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M.M. Sufyan Beg","raw_affiliation_strings":["Department of Computer Engineering, Zakir Husain College of Engineering &amp; Technology, Aligarh Muslim University, Aligarh, UP, India","Department of Computer Engineering, Zakir Husain College of Engineering & Technology, Aligarh Muslim University, Aligarh, UP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Zakir Husain College of Engineering &amp; Technology, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]},{"raw_affiliation_string":"Department of Computer Engineering, Zakir Husain College of Engineering & Technology, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051019325","display_name":"Md. Muzakkir Hussain","orcid":"https://orcid.org/0000-0002-6371-2545"},"institutions":[{"id":"https://openalex.org/I171210897","display_name":"Aligarh Muslim University","ror":"https://ror.org/03kw9gc02","country_code":"IN","type":"education","lineage":["https://openalex.org/I171210897"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Md. Muzakkir Hussain","raw_affiliation_strings":["Department of Computer Engineering, Zakir Husain College of Engineering &amp; Technology, Aligarh Muslim University, Aligarh, UP, India","Department of Computer Engineering, Zakir Husain College of Engineering & Technology, Aligarh Muslim University, Aligarh, UP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Zakir Husain College of Engineering &amp; Technology, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]},{"raw_affiliation_string":"Department of Computer Engineering, Zakir Husain College of Engineering & Technology, Aligarh Muslim University, Aligarh, UP, India","institution_ids":["https://openalex.org/I171210897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039179239"],"corresponding_institution_ids":["https://openalex.org/I171210897"],"apc_list":null,"apc_paid":null,"fwci":0.5215,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71821327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"38","issue":"5","first_page":"6201","last_page":"6210"},"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":0.9994000196456909,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.994700014591217,"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":0.8627874851226807},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.8476861715316772},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7630998492240906},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.7514068484306335},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6477172374725342},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5657169818878174},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5310951471328735},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.5199795365333557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15425413846969604},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1385761797428131}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8627874851226807},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.8476861715316772},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7630998492240906},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.7514068484306335},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6477172374725342},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5657169818878174},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5310951471328735},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.5199795365333557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15425413846969604},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1385761797428131},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179702","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179702","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W119214089","https://openalex.org/W1975061282","https://openalex.org/W1975579663","https://openalex.org/W2052784486","https://openalex.org/W2075096808","https://openalex.org/W2081580037","https://openalex.org/W2086038979","https://openalex.org/W2105542801","https://openalex.org/W2120543014","https://openalex.org/W2137640092","https://openalex.org/W2140676672","https://openalex.org/W2150869743","https://openalex.org/W2152992673","https://openalex.org/W2174706414","https://openalex.org/W2248116437","https://openalex.org/W2250327935","https://openalex.org/W2250386865","https://openalex.org/W2250968833","https://openalex.org/W2251328522","https://openalex.org/W2394938058","https://openalex.org/W2417560918","https://openalex.org/W2515254498","https://openalex.org/W2573170368","https://openalex.org/W2578910877","https://openalex.org/W2597485909","https://openalex.org/W2776762669","https://openalex.org/W2949807892","https://openalex.org/W2963356835","https://openalex.org/W2974043497","https://openalex.org/W3138773240","https://openalex.org/W6644259106"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4323520239","https://openalex.org/W4389760904","https://openalex.org/W2740913191"],"abstract_inverted_index":{"Most":[0],"extractive":[1,25],"multi-document":[2,186],"summarization":[3,187],"(MDS)":[4],"methods":[5,211],"relies":[6],"on":[7,57,73,104,180],"extraction":[8,118],"of":[9,47,60,69,137,215],"content":[10,133],"relevant":[11],"sentences":[12,85,163],"ignoring":[13],"sentence":[14,30,37,50,62,78,117,127,139,172],"relationships.":[15,31],"In":[16],"this":[17],"work,":[18],"we":[19],"propose":[20],"a":[21,36],"unified":[22],"framework":[23],"for":[24,199],"MDS":[26],"that":[27,34,170],"also":[28],"considers":[29],"We":[32],"argue":[33],"adding":[35],"to":[38,82,99,208],"the":[39,48,58,76,83,87,95,100,114,138,148,155,209,213,216],"summary":[40,42,65,96,110],"increases":[41],"score":[43,46,54,71,91,97,129,206],"by":[44],"relevance":[45,128],"new":[49,61,77,107],"plus":[51],"some":[52,90],"additional":[53,70],"which":[55,102],"depends":[56,72,103],"relationships":[59],"with":[63,80],"other":[64],"sentences.":[66,111],"The":[67,126,175],"quantification":[68],"how":[74],"coherent":[75],"is":[79,92,120,130,164,178,192],"respect":[81],"existing":[84,109],"in":[86,154],"summary.":[88],"Simultaneously,":[89],"decreased":[93],"from":[94],"due":[98],"redundancy":[101],"overlap":[105],"between":[106,162],"and":[108,134,143,196],"To":[112,146],"find":[113,147],"exact":[115],"solution,":[116],"problem":[119],"modeled":[121],"as":[122,194],"integer":[123],"linear":[124],"problem.":[125],"found":[131,165],"using":[132,140,166],"surface":[135],"features":[136],"topic":[141],"model":[142,158],"regression":[144,169],"framework.":[145],"relative":[149],"coherence":[150],"score,":[151],"transition":[152],"probabilities":[153],"entity":[156],"grid":[157],"are":[159],"used.":[160],"Redundancy":[161],"support":[167],"vector":[168],"uses":[171],"overlapping":[173],"features.":[174],"proposed":[176,217],"method":[177],"evaluated":[179],"DUC":[181,189],"datasets":[182],"over":[183],"query":[184],"based":[185],"task.":[188],"2006":[190],"dataset":[191],"used":[193],"training":[195],"development":[197],"set":[198],"tuning":[200],"parameters.":[201],"Experimental":[202],"results":[203],"produce":[204],"ROUGE":[205],"comparable":[207],"state-of-the-art":[210],"demonstrating":[212],"effectiveness":[214],"method.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
