{"id":"https://openalex.org/W2809483786","doi":"https://doi.org/10.1145/3308774.3308802","title":"Text Summarization and Categorization for Scientific and Health-Related Data","display_name":"Text Summarization and Categorization for Scientific and Health-Related Data","publication_year":2019,"publication_date":"2019-01-17","ids":{"openalex":"https://openalex.org/W2809483786","doi":"https://doi.org/10.1145/3308774.3308802","mag":"2809483786"},"language":"en","primary_location":{"id":"doi:10.1145/3308774.3308802","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308774.3308802","pdf_url":null,"source":{"id":"https://openalex.org/S6756005","display_name":"ACM SIGIR Forum","issn_l":"0163-5840","issn":["0163-5840","1558-0229"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGIR Forum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repository.digital.georgetown.edu/downloads/cb010b52-410b-4bda-8898-99c58e829874","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064858748","display_name":"Arman Cohan","orcid":"https://orcid.org/0000-0002-8954-2724"},"institutions":[{"id":"https://openalex.org/I184565670","display_name":"Georgetown University","ror":"https://ror.org/05vzafd60","country_code":"US","type":"education","lineage":["https://openalex.org/I184565670"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arman Cohan","raw_affiliation_strings":["Georgetown University, Washington, DC, USA","\u00a7 Georgetown University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Georgetown University, Washington, DC, USA","institution_ids":["https://openalex.org/I184565670"]},{"raw_affiliation_string":"\u00a7 Georgetown University, Washington, DC, USA","institution_ids":["https://openalex.org/I184565670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064858748"],"corresponding_institution_ids":["https://openalex.org/I184565670"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00493467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"52","issue":"2","first_page":"169","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9172000288963318,"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":0.9172000288963318,"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":0.9013000130653381,"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":0.9380952715873718},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.8239818215370178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6416510939598083},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5389569401741028},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5352070927619934},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4695950746536255},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.44340813159942627},{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.43461573123931885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3488251566886902},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.276485800743103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15329959988594055}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9380952715873718},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8239818215370178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6416510939598083},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5389569401741028},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5352070927619934},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4695950746536255},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.44340813159942627},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.43461573123931885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3488251566886902},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.276485800743103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15329959988594055}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3308774.3308802","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308774.3308802","pdf_url":null,"source":{"id":"https://openalex.org/S6756005","display_name":"ACM SIGIR Forum","issn_l":"0163-5840","issn":["0163-5840","1558-0229"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGIR Forum","raw_type":"journal-article"},{"id":"pmh:oai:repository.library.georgetown.edu:10822/1050759","is_oa":true,"landing_page_url":"http://hdl.handle.net/10822/1050759","pdf_url":"http://repository.digital.georgetown.edu/downloads/cb010b52-410b-4bda-8898-99c58e829874","source":{"id":"https://openalex.org/S4306402467","display_name":"DigitalGeorgetown (Georgetown University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145449","host_organization_name":"Center for Security and Emerging Technology","host_organization_lineage":["https://openalex.org/I4210145449"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science","raw_type":"thesis"},{"id":"mag:2809483786","is_oa":false,"landing_page_url":"https://repository.library.georgetown.edu/bitstream/10822/1050759/1/Cohan_georgetown_0076D_13889.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764685317","display_name":"Georgetown University-Graduate School of Arts & Sciences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4323970070","host_organization_name":"Georgetown University","host_organization_lineage":["https://openalex.org/P4323970070"],"host_organization_lineage_names":["Georgetown University"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Georgetown University-Graduate School of Arts & Sciences","raw_type":null}],"best_oa_location":{"id":"pmh:oai:repository.library.georgetown.edu:10822/1050759","is_oa":true,"landing_page_url":"http://hdl.handle.net/10822/1050759","pdf_url":"http://repository.digital.georgetown.edu/downloads/cb010b52-410b-4bda-8898-99c58e829874","source":{"id":"https://openalex.org/S4306402467","display_name":"DigitalGeorgetown (Georgetown University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145449","host_organization_name":"Center for Security and Emerging Technology","host_organization_lineage":["https://openalex.org/I4210145449"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science","raw_type":"thesis"},"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2809483786.pdf","grobid_xml":"https://content.openalex.org/works/W2809483786.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2910522781","https://openalex.org/W2742727304","https://openalex.org/W2741857931","https://openalex.org/W2911783385","https://openalex.org/W2116456596","https://openalex.org/W1946102884","https://openalex.org/W2916019404","https://openalex.org/W286857863","https://openalex.org/W1514981065","https://openalex.org/W2469388914","https://openalex.org/W1579573121","https://openalex.org/W2161386928","https://openalex.org/W3116149091","https://openalex.org/W68081111","https://openalex.org/W154077301","https://openalex.org/W2134270985","https://openalex.org/W2392745815","https://openalex.org/W33426161","https://openalex.org/W2772850107","https://openalex.org/W153117232"],"abstract_inverted_index":{"The":[0],"increasing":[1],"amount":[2],"of":[3,56],"unstructured":[4],"health-related":[5,47],"data":[6,18],"has":[7],"created":[8],"a":[9],"need":[10],"for":[11,42],"intelligent":[12],"processing,":[13],"summarizing,":[14],"and":[15,37,45,54],"categorizing":[16],"these":[17],"to":[19,31,50],"extract":[20],"knowledge":[21],"from":[22],"them.":[23],"My":[24],"research":[25],"goal":[26],"in":[27],"this":[28],"dissertation":[29],"is":[30],"develop":[32],"Natural":[33],"Language":[34],"Processing":[35],"(NLP)":[36],"Information":[38],"Retrieval":[39],"(IR)":[40],"methods":[41],"better":[43],"processing":[44],"understanding":[46],"textual":[48],"information":[49],"promote":[51],"health":[52],"care":[53],"wellbeing":[55],"individuals.":[57]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}