{"id":"https://openalex.org/W2908292333","doi":"https://doi.org/10.1109/icapr.2017.8592951","title":"A Novel Method for Summarization and Evaluation of Messages from Twitter","display_name":"A Novel Method for Summarization and Evaluation of Messages from Twitter","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2908292333","doi":"https://doi.org/10.1109/icapr.2017.8592951","mag":"2908292333"},"language":"en","primary_location":{"id":"doi:10.1109/icapr.2017.8592951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icapr.2017.8592951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Ninth International Conference on Advances in Pattern Recognition (ICAPR)","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/A5070074088","display_name":"Surender Singh Samant","orcid":"https://orcid.org/0000-0001-8619-3779"},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Surender Singh Samant","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Telangana, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113885636","display_name":"N. L. Bhanu Murthy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. L. Bhanu Murthy","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Telangana, India","institution_ids":["https://openalex.org/I4210101034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036965203","display_name":"Aruna Malapati","orcid":"https://orcid.org/0000-0001-7275-378X"},"institutions":[{"id":"https://openalex.org/I4210101034","display_name":"Birla Institute of Technology and Science - Hyderabad Campus","ror":"https://ror.org/014ctt859","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101034","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aruna Malapati","raw_affiliation_strings":["Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Telangana, India","institution_ids":["https://openalex.org/I4210101034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070074088"],"corresponding_institution_ids":["https://openalex.org/I4210101034"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37421366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9955999851226807,"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":0.9644715785980225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.853029727935791},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.792961597442627},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.7797148823738098},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6550966501235962},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6439030766487122},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.5475288033485413},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5257083773612976},{"id":"https://openalex.org/keywords/rouge","display_name":"ROUGE","score":0.4731501340866089},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4673497974872589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.368585467338562},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2734597623348236}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9644715785980225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.853029727935791},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.792961597442627},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.7797148823738098},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6550966501235962},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6439030766487122},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.5475288033485413},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5257083773612976},{"id":"https://openalex.org/C7888048","wikidata":"https://www.wikidata.org/wiki/Q7277427","display_name":"ROUGE","level":2,"score":0.4731501340866089},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4673497974872589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.368585467338562},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2734597623348236},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icapr.2017.8592951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icapr.2017.8592951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Ninth International Conference on Advances in Pattern Recognition (ICAPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W37473190","https://openalex.org/W165968472","https://openalex.org/W1484413656","https://openalex.org/W1534625513","https://openalex.org/W1542978828","https://openalex.org/W2029516281","https://openalex.org/W2039190159","https://openalex.org/W2069667724","https://openalex.org/W2081580037","https://openalex.org/W2117010802","https://openalex.org/W2124499489","https://openalex.org/W2164936599","https://openalex.org/W2770606592","https://openalex.org/W2774794513","https://openalex.org/W6601493206","https://openalex.org/W6606711886","https://openalex.org/W6628750762","https://openalex.org/W6632081347","https://openalex.org/W6632657173","https://openalex.org/W6677481393"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W2888780092","https://openalex.org/W2000777050","https://openalex.org/W4312318079","https://openalex.org/W2110921901","https://openalex.org/W2151695628","https://openalex.org/W3167322753","https://openalex.org/W1862057174"],"abstract_inverted_index":{"Users":[0],"of":[1,52,61,65,75,82,113],"microblogs":[2],"such":[3],"as":[4],"Twitter":[5],"publish":[6],"messages":[7,35,68],"about":[8,41],"many":[9,108],"topics":[10],"including":[11],"real":[12],"world":[13],"events.":[14],"Patterns":[15],"can":[16],"be":[17],"identified":[18],"and":[19,63,117,133],"used":[20,93],"to":[21,30,37,94],"classify":[22],"events":[23,66],"from":[24,86],"these":[25],"messages.":[26],"It":[27],"is":[28],"challenging":[29],"summarize":[31],"the":[32,42,57,124],"event":[33,53,119],"related":[34,67],"concisely":[36],"get":[38],"important":[39],"information":[40],"event.":[43],"In":[44,121],"this":[45],"paper,":[46],"we":[47,78],"propose":[48],"a":[49,70,80,111],"novel":[50],"method":[51],"summarization":[54],"that":[55],"uses":[56],"frequently":[58],"occurring":[59],"sets":[60],"words":[62],"features":[64],"in":[69],"cluster.":[71],"For":[72],"effective":[73],"evaluation":[74],"system":[76],"summaries,":[77],"created":[79],"set":[81,112],"extensive":[83],"reference":[84,90],"summaries":[85,91],"manual":[87],"summaries.":[88,120],"These":[89],"were":[92],"evaluate":[95],"various":[96],"sum-marisers":[97],"using":[98],"standard":[99],"ROUGE":[100],"based":[101],"metrics.":[102],"We":[103],"compared":[104],"our":[105,122],"summarizer":[106,126],"with":[107],"baselines":[109],"on":[110,130],"50":[114],"manually":[115],"labelled":[116],"extended":[118],"experiments,":[123],"proposed":[125],"outperformed":[127],"other":[128],"summarizers":[129],"ROUGE-1,":[131],"ROUGE-2,":[132],"ROUGE-L.":[134]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
