{"id":"https://openalex.org/W2197221464","doi":"https://doi.org/10.1109/bigdata.2015.7363910","title":"Agile text mining with Sherlok","display_name":"Agile text mining with Sherlok","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2197221464","doi":"https://doi.org/10.1109/bigdata.2015.7363910","mag":"2197221464"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","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/A5073489376","display_name":"Renaud Richardet","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Renaud Richardet","raw_affiliation_strings":["Blue Brain Project, Brain Mind Institute Ecole Polytechnique Federale de Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Blue Brain Project, Brain Mind Institute Ecole Polytechnique Federale de Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039992253","display_name":"Jean-C\u00e9dric Chappelier","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jean-Cedric Chappelier","raw_affiliation_strings":["School of Computer and Communication Sciences, Ecole Polytechnique Federale de Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Sciences, Ecole Polytechnique Federale de Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078768179","display_name":"Shreejoy J. Tripathy","orcid":"https://orcid.org/0000-0002-1007-9061"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Shreejoy Tripathy","raw_affiliation_strings":["Blue Brain Project, Brain Mind Institute Ecole Polytechnique Federale de Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Blue Brain Project, Brain Mind Institute Ecole Polytechnique Federale de Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048268124","display_name":"Sean Hill","orcid":"https://orcid.org/0000-0001-8055-860X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sean Hill","raw_affiliation_strings":["Blue Brain Project, Brain Mind Institute Ecole Polytechnique Federale de Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Blue Brain Project, Brain Mind Institute Ecole Polytechnique Federale de Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073489376"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":0.6855,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71407264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"31","issue":null,"first_page":"1479","last_page":"1484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9995999932289124,"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":0.9995999932289124,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.996999979019165,"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/T10028","display_name":"Topic Modeling","score":0.9918000102043152,"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/agile-software-development","display_name":"Agile software development","score":0.8934832811355591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7521185874938965},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4590508043766022},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3189407289028168}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.8934832811355591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7521185874938965},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4590508043766022},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3189407289028168}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2015.7363910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:222743","is_oa":false,"landing_page_url":"http://infoscience.epfl.ch/record/222743","pdf_url":null,"source":{"id":"https://openalex.org/S4306400488","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320915","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W285857824","https://openalex.org/W1674586686","https://openalex.org/W1785130464","https://openalex.org/W2006217757","https://openalex.org/W2096743836","https://openalex.org/W2096797897","https://openalex.org/W2099701465","https://openalex.org/W2100627415","https://openalex.org/W2107005506","https://openalex.org/W2108454922","https://openalex.org/W2113142309","https://openalex.org/W2124475033","https://openalex.org/W2131850886","https://openalex.org/W2143017621","https://openalex.org/W2161062388","https://openalex.org/W2171278097","https://openalex.org/W2171283231","https://openalex.org/W2528321558","https://openalex.org/W2980587878","https://openalex.org/W4211054902","https://openalex.org/W4251372957","https://openalex.org/W6675914680","https://openalex.org/W6676458568","https://openalex.org/W6680146123","https://openalex.org/W6769182096"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2656997359","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2094372386"],"abstract_inverted_index":{"The":[0,86],"successful":[1],"development":[2,44,63],"of":[3,12,64,76,83],"an":[4,71],"intelligent":[5],"text":[6,20,31,38,66],"mining":[7,32,39,67],"application":[8,72],"requires":[9],"the":[10,62],"collaboration":[11],"two":[13],"main":[14],"stakeholders:":[15],"subject":[16],"matter":[17],"experts":[18],"and":[19,49,69,89],"miners.":[21],"In":[22],"this":[23],"paper,":[24],"we":[25],"describe":[26],"a":[27,59,79],"new":[28],"methodology,":[29],"agile":[30,65],"to":[33,73],"improve":[34],"that":[35],"collaboration.":[36],"Agile":[37],"is":[40],"characterized":[41],"by":[42],"short":[43],"cycles,":[45],"frequent":[46],"tasks":[47],"redefinition":[48],"continuous":[50],"performance":[51],"monitoring":[52],"through":[53],"integration":[54],"tests.":[55],"We":[56],"introduce":[57],"Sherlok,":[58],"system":[60],"supporting":[61],"applications":[68],"present":[70],"extract":[74],"mention":[75],"neurons":[77],"from":[78],"very":[80],"large":[81],"corpus":[82],"scientific":[84],"articles.":[85],"resulting":[87],"code":[88],"models":[90],"are":[91],"publicly":[92],"available.":[93]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
