{"id":"https://openalex.org/W2991417259","doi":"https://doi.org/10.1109/mis.2019.2954400","title":"Figure Summarization: A Multiobjective Optimization-Based Approach","display_name":"Figure Summarization: A Multiobjective Optimization-Based Approach","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2991417259","doi":"https://doi.org/10.1109/mis.2019.2954400","mag":"2991417259"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2019.2954400","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2019.2954400","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Intelligent 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/A5022448199","display_name":"Naveen Saini","orcid":"https://orcid.org/0000-0002-2421-1457"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Naveen Saini","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060797340","display_name":"Sriparna Saha","orcid":"https://orcid.org/0000-0001-5458-9381"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriparna Saha","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059256568","display_name":"Vedavikas Potnuru","orcid":null},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vedavikas Potnuru","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091464438","display_name":"Rahul Grover","orcid":"https://orcid.org/0000-0003-3784-8083"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Grover","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065100828","display_name":"Pushpak Bhattacharyya","orcid":"https://orcid.org/0000-0001-5319-5508"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpak Bhattacharyya","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022448199"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":0.28,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66952652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"34","issue":"6","first_page":"43","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9937000274658203,"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":0.9937000274658203,"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":0.989799976348877,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9451482892036438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8349744081497192},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6488199234008789},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6435496211051941},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5909783840179443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5409307479858398},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5070672035217285},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46950221061706543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44415906071662903},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.43195176124572754},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4140462279319763},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09584477543830872}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9451482892036438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8349744081497192},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6488199234008789},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6435496211051941},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5909783840179443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5409307479858398},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5070672035217285},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46950221061706543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44415906071662903},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.43195176124572754},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4140462279319763},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09584477543830872},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations 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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mis.2019.2954400","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2019.2954400","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5299999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334771","display_name":"Science and Engineering Research Board","ror":"https://ror.org/03ffdsr55"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W658020064","https://openalex.org/W1573340282","https://openalex.org/W1989135279","https://openalex.org/W2045041125","https://openalex.org/W2046079134","https://openalex.org/W2126105956","https://openalex.org/W2138790735","https://openalex.org/W2287771898","https://openalex.org/W2342630703","https://openalex.org/W2899410785","https://openalex.org/W2940745042","https://openalex.org/W6621906925","https://openalex.org/W6661876950","https://openalex.org/W6680263266","https://openalex.org/W6696072907"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W2740913191","https://openalex.org/W4399207312"],"abstract_inverted_index":{"In":[0],"the":[1,6,13,25,36,42,68,71,77,93,112,119,130,151],"biomedical":[2,59,131],"domain,":[3],"figures":[4,18,54,125],"in":[5,11,35,56,92,104,111,145,159],"scientific":[7,58],"articles":[8],"attribute":[9],"significantly":[10],"understanding":[12],"core":[14],"concepts.":[15],"However,":[16],"these":[17,171],"are":[19,38,73,133],"always":[20],"difficult":[21],"to":[22,40,70,85,161],"interpret":[23],"by":[24],"humans":[26],"as":[27,29],"well":[28],"machines":[30],"and,":[31],"thus,":[32],"associated":[33],"texts":[34],"article":[37,45],"required":[39],"summarize":[41],"figures.":[43],"This":[44],"proposes":[46],"an":[47],"unsupervised":[48,152],"automatic":[49],"summarization":[50],"system":[51],"for":[52,154],"individual":[53],"present":[55],"a":[57,81,87],"article,":[60],"where":[61],"different":[62],"quality":[63],"measures":[64],"capturing":[65],"relevance":[66],"of":[67,80,90,118,147],"sentences":[69,91],"figure":[72],"simultaneously":[74],"optimized":[75],"using":[76],"search":[78],"capability":[79],"multiobjective":[82,113],"optimization":[83,114],"technique":[84,153],"obtain":[86],"good":[88],"set":[89],"summary.":[94],"A":[95],"newly":[96],"designed":[97],"self-organizing":[98],"map":[99],"based":[100],"genetic":[101],"operator":[102],"helping":[103],"new":[105],"solution":[106],"generation":[107],"is":[108],"also":[109],"introduced":[110],"framework.":[115],"For":[116],"evaluation":[117],"proposed":[120,136],"technique,":[121],"94":[122],"and":[123,142,167],"81":[124],"over":[126,150,170],"two":[127],"datasets":[128],"from":[129],"literature":[132],"used.":[134],"Our":[135],"system,":[137],"namely":[138],"MOOFigSum,":[139],"obtains":[140,165],"5%":[141],"11%":[143],"improvements":[144,169],"terms":[146],"F1-measure":[148],"metric":[149],"both":[155],"datasets,":[156,172],"respectively,":[157],"while":[158],"comparison":[160],"supervised":[162],"techniques,":[163],"MOOFigSum":[164],"9%":[166],"2%":[168],"respectively.":[173]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
