{"id":"https://openalex.org/W2251469093","doi":"https://doi.org/10.3115/v1/w14-3417","title":"Seeking Informativeness in Literature Based Discovery","display_name":"Seeking Informativeness in Literature Based Discovery","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2251469093","doi":"https://doi.org/10.3115/v1/w14-3417","mag":"2251469093"},"language":"en","primary_location":{"id":"doi:10.3115/v1/w14-3417","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w14-3417","pdf_url":"https://aclanthology.org/W14-3417.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of BioNLP 2014","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/W14-3417.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038724800","display_name":"Judita Preiss","orcid":"https://orcid.org/0000-0002-2158-5832"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Judita Preiss","raw_affiliation_strings":["University of Sheffield, Department of Computer Science Regent Court, 211 Portobello Sheffield S1 4DP, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Sheffield, Department of Computer Science Regent Court, 211 Portobello Sheffield S1 4DP, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038724800"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.713,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.71194645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"112","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9793999791145325,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9684000015258789,"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/exploit","display_name":"Exploit","score":0.8352628946304321},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7905773520469666},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5834066271781921},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5304619073867798},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.5130902528762817},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4906693696975708},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4186815917491913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.315790593624115}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8352628946304321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905773520469666},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5834066271781921},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5304619073867798},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.5130902528762817},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4906693696975708},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4186815917491913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.315790593624115},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3115/v1/w14-3417","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w14-3417","pdf_url":"https://aclanthology.org/W14-3417.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of BioNLP 2014","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.675.978","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.675.978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aclweb.org/anthology/W/W14/W14-3417.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.3115/v1/w14-3417","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w14-3417","pdf_url":"https://aclanthology.org/W14-3417.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of BioNLP 2014","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G8806470476","display_name":"Language Processing for Literature Based Discovery in Medicine","funder_award_id":"EP/J008427/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2251469093.pdf","grobid_xml":"https://content.openalex.org/works/W2251469093.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W37733071","https://openalex.org/W41401133","https://openalex.org/W349354253","https://openalex.org/W1562176487","https://openalex.org/W1599615952","https://openalex.org/W2010822393","https://openalex.org/W2011726136","https://openalex.org/W2015954361","https://openalex.org/W2024030746","https://openalex.org/W2089177530","https://openalex.org/W2098201295","https://openalex.org/W2105562985","https://openalex.org/W2119646114","https://openalex.org/W2138548161","https://openalex.org/W2141243410","https://openalex.org/W2145074288","https://openalex.org/W2165129453","https://openalex.org/W4239389735","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"The":[0],"continuously":[1],"increasing":[2],"number":[3,68],"of":[4,14,24,42,69,90,99],"publications":[5],"within":[6],"the":[7,12,40,62,76],"biomedical":[8],"domain":[9],"has":[10],"fuelled":[11],"creation":[13],"literature":[15],"based":[16,83],"discovery":[17],"(LBD)":[18],"systems":[19],"which":[20,30,74],"identify":[21],"unconnected":[22],"pieces":[23],"knowledge":[25,44],"appearing":[26],"in":[27],"separate":[28],"literatures":[29],"can":[31],"be":[32],"combined":[33],"to":[34,49,57],"make":[35],"new":[36],"discoveries.":[37,64,101],"Without":[38],"filtering,":[39],"amount":[41],"hidden":[43],"found":[45],"is":[46],"vast":[47],"due":[48],"noise,":[50],"making":[51],"it":[52],"impractical":[53],"for":[54],"a":[55,67,85],"researcher":[56],"examine,":[58],"or":[59,87],"clinically":[60],"evaluate,":[61],"potential":[63],"We":[65],"present":[66],"filtering":[70],"techniques,":[71],"including":[72],"two":[73],"exploit":[75],"LBD":[77],"system":[78],"itself":[79],"rather":[80],"than":[81],"being":[82],"on":[84],"statistical":[86],"manual":[88],"examination":[89],"document":[91],"collections,":[92],"and":[93],"we":[94],"demonstrate":[95],"usefulness":[96],"via":[97],"replication":[98],"known":[100]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
