{"id":"https://openalex.org/W3111773989","doi":"https://doi.org/10.1109/icccs49678.2020.9277220","title":"Extractive Text Summarization using Dynamic Clustering and Co-Reference on BERT","display_name":"Extractive Text Summarization using Dynamic Clustering and Co-Reference on BERT","publication_year":2020,"publication_date":"2020-10-14","ids":{"openalex":"https://openalex.org/W3111773989","doi":"https://doi.org/10.1109/icccs49678.2020.9277220","mag":"3111773989"},"language":"en","primary_location":{"id":"doi:10.1109/icccs49678.2020.9277220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49678.2020.9277220","pdf_url":null,"source":{"id":"https://openalex.org/S4306498618","display_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","raw_type":"proceedings-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/A5110725518","display_name":"Anirudh Srikanth","orcid":null},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anirudh Srikanth","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015403236","display_name":"Ashwin Shankar Umasankar","orcid":null},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashwin Shankar Umasankar","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055572756","display_name":"Saravanan Thanu","orcid":null},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saravanan Thanu","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058497633","display_name":"S. Jaya Nirmala","orcid":"https://orcid.org/0000-0001-5432-4156"},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Jaya Nirmala","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Tiruchirapalli, India","institution_ids":["https://openalex.org/I122964287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I122964287"],"apc_list":null,"apc_paid":null,"fwci":2.7867,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.92005537,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9990000128746033,"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":0.998199999332428,"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":0.9445810317993164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8476080298423767},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8249582648277283},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6071205139160156},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5392109155654907},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5140991806983948},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5110934376716614},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4594780504703522},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43598031997680664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4085097312927246},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05839836597442627}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9445810317993164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8476080298423767},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8249582648277283},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6071205139160156},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5392109155654907},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5140991806983948},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5110934376716614},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4594780504703522},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43598031997680664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4085097312927246},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05839836597442627},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"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:10.1109/icccs49678.2020.9277220","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49678.2020.9277220","pdf_url":null,"source":{"id":"https://openalex.org/S4306498618","display_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.800000011920929,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W303217050","https://openalex.org/W2530979053","https://openalex.org/W2612920290","https://openalex.org/W2735674392","https://openalex.org/W2745009491","https://openalex.org/W2786464815","https://openalex.org/W2787905117","https://openalex.org/W2788283780","https://openalex.org/W2807135073","https://openalex.org/W2896457183","https://openalex.org/W2924690340","https://openalex.org/W2927490800","https://openalex.org/W2950130316","https://openalex.org/W2962972512","https://openalex.org/W2963341956","https://openalex.org/W2963644595","https://openalex.org/W3006440582","https://openalex.org/W3098136301","https://openalex.org/W6737860003","https://openalex.org/W6743155744","https://openalex.org/W6748176785","https://openalex.org/W6752266116","https://openalex.org/W6755207826","https://openalex.org/W6761268247","https://openalex.org/W6763953266","https://openalex.org/W6767811421"],"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/W4317547544","https://openalex.org/W4313395829"],"abstract_inverted_index":{"The":[0],"process":[1,17,131],"of":[2,55,70,77,86,97,119,122,132],"picking":[3],"sentences":[4,56,71],"directly":[5],"from":[6,45,74],"the":[7,11,29,35,53,67,79,102,117,130],"story":[8],"to":[9,26,47,65,72,107,114],"form":[10],"summary":[12],"is":[13,18,81],"extractive":[14,49],"summarization.":[15],"This":[16,104],"aided":[19],"by":[20,51,57,89],"scoring":[21],"functions":[22],"and":[23,93],"clustering":[24,52],"algorithms":[25],"help":[27,115],"choose":[28],"most":[30],"suitable":[31,68,98],"sentences.":[32],"We":[33],"use":[34],"existing":[36],"BERT":[37],"model":[38],"which":[39,125],"stands":[40],"for":[41],"Bidirectional":[42],"Encoder":[43],"Representations":[44],"Transformers,":[46],"produce":[48],"summarization":[50],"embeddings":[54],"K-means":[58],"clustering,":[59],"but":[60],"introduce":[61],"a":[62,111],"dynamic":[63],"method":[64],"decide":[66],"number":[69],"pick":[73],"clusters.On":[75],"top":[76],"that,":[78],"study":[80,105],"aimed":[82],"at":[83],"producing":[84,95],"summaries":[85,96],"higher":[87],"quality":[88],"incorporating":[90],"reference":[91],"resolution":[92],"dynamically":[94],"sizes":[99],"depending":[100],"on":[101],"text.":[103],"aims":[106],"provide":[108],"students":[109],"with":[110],"summarizing":[112],"service":[113],"understand":[116],"content":[118],"lecture":[120],"videos":[121],"long":[123],"duration":[124],"would":[126],"be":[127],"vital":[128],"in":[129],"revision.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
