{"id":"https://openalex.org/W2136124924","doi":"https://doi.org/10.1007/978-3-642-31830-6_31","title":"Bisociative Exploration of Biological and Financial Literature Using Clustering","display_name":"Bisociative Exploration of Biological and Financial Literature Using Clustering","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2136124924","doi":"https://doi.org/10.1007/978-3-642-31830-6_31","mag":"2136124924"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-31830-6_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-31830-6_31","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-31830-6_31.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-31830-6_31.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061652666","display_name":"Oliver G. Schmidt","orcid":"https://orcid.org/0000-0001-9503-8367"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oliver Schmidt","raw_affiliation_strings":["University of Ulster, UK","University of Ulster, Northern Ireland UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ulster, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Northern Ireland UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028642320","display_name":"Janez Kranjc","orcid":"https://orcid.org/0000-0001-9599-0876"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Janez Kranjc","raw_affiliation_strings":["Jozef Stefan Institute, Ljubljana, Slovenia","Jozef Stefan Institute , Ljubljana , Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jozef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jozef Stefan Institute , Ljubljana , Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017283574","display_name":"Igor Mozeti\u010d","orcid":"https://orcid.org/0000-0002-5466-0608"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Igor Mozeti\u010d","raw_affiliation_strings":["Jozef Stefan Institute , Ljubljana , Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jozef Stefan Institute , Ljubljana , Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419324","display_name":"Paul D. Thompson","orcid":"https://orcid.org/0000-0002-0365-2149"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Thompson","raw_affiliation_strings":["University of Ulster, UK","University of Ulster, Northern Ireland UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ulster, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Northern Ireland UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011609464","display_name":"Werner Dubitzky","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Werner Dubitzky","raw_affiliation_strings":["University of Ulster, UK","University of Ulster, Northern Ireland UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ulster, UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"University of Ulster, Northern Ireland UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.3173,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60745189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"438","last_page":"451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9564999938011169,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9564999938011169,"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/computer-science","display_name":"Computer science","score":0.7076658010482788},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6719182729721069},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6320452690124512},{"id":"https://openalex.org/keywords/xenobiotic","display_name":"Xenobiotic","score":0.600196123123169},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5747306942939758},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46576786041259766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3775021433830261},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3464173674583435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31221556663513184},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1703273057937622},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15735027194023132},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.08018365502357483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7076658010482788},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6719182729721069},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6320452690124512},{"id":"https://openalex.org/C115448650","wikidata":"https://www.wikidata.org/wiki/Q409205","display_name":"Xenobiotic","level":3,"score":0.600196123123169},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5747306942939758},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46576786041259766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3775021433830261},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3464173674583435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31221556663513184},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1703273057937622},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15735027194023132},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.08018365502357483},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-31830-6_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-31830-6_31","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-31830-6_31.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire/a2f2825c-965a-405b-bce5-318a47e4be23","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/a2f2825c-965a-405b-bce5-318a47e4be23","pdf_url":null,"source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Schmidt, O, Kranjc, J, Mozetic, I, Thompson, P & Dubitzky, W 2012, Bisociative exploration of biological and financial literature with using clustering. in Bisociative Knowledge Discovery. Springer, pp. 438-451.","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-31830-6_31","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-31830-6_31","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-31830-6_31.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2136124924.pdf","grobid_xml":"https://content.openalex.org/works/W2136124924.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W52621068","https://openalex.org/W631107097","https://openalex.org/W1484719069","https://openalex.org/W1517637414","https://openalex.org/W1786253763","https://openalex.org/W1908388533","https://openalex.org/W1954603074","https://openalex.org/W1992250421","https://openalex.org/W2105057414","https://openalex.org/W2140334041","https://openalex.org/W2159184732","https://openalex.org/W2171032970","https://openalex.org/W3216439165","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2339786340","https://openalex.org/W2549892343","https://openalex.org/W1559593361","https://openalex.org/W3112940175","https://openalex.org/W2007479497","https://openalex.org/W2029808009","https://openalex.org/W2338898635","https://openalex.org/W2944669304","https://openalex.org/W3208772522","https://openalex.org/W2394308601"],"abstract_inverted_index":{"The":[0],"bile":[1,90],"acid":[2,91],"and":[3,15,23,62,72,92,123,135,149,155],"xenobiotic":[4,22,93],"system":[5,11,94],"describes":[6],"a":[7,31,84,138,145],"biological":[8,166],"network":[9],"or":[10],"that":[12,66,83],"facilitates":[13],"detoxification":[14],"removal":[16],"from":[17,121],"the":[18,59,63,73,98],"body":[19],"of":[20,35,58,75,88,102,119,161],"harmful":[21],"endobiotic":[24],"compounds.":[25],"While":[26],"life":[27],"scientists":[28],"have":[29,112,137],"developed":[30],"relatively":[32],"comprehensive":[33],"understanding":[34,57],"this":[36,68,106,110],"system,":[37],"many":[38],"mechanistic":[39],"details":[40],"are":[41,48,51],"yet":[42],"to":[43,53,128],"be":[44,129],"discovered.":[45],"Critical":[46],"mechanisms":[47],"those":[49],"which":[50,125],"likely":[52],"significantly":[54],"further":[55],"our":[56],"fundamental":[60],"components":[61],"interaction":[64],"patterns":[65],"govern":[67],"systems":[69],"gene":[70],"expression":[71],"identification":[74],"potential":[76,140,163],"regulatory":[77],"nodes.":[78],"Our":[79],"working":[80],"assumption":[81],"is":[82],"creative":[85],"information":[86,95,116,120],"exploration":[87],"available":[89],"could":[96],"support":[97],"development":[99],"(and":[100],"testing)":[101],"novel":[103,165],"hypotheses":[104],"about":[105],"system.":[107],"To":[108],"explore":[109],"we":[111,126,152],"set":[113],"up":[114],"an":[115],"space":[117],"consisting":[118],"biology":[122],"finance,":[124],"consider":[127],"two":[130],"semantically":[131],"distant":[132],"knowledge":[133],"domains":[134],"therefore":[136],"high":[139],"for":[141],"interesting":[142],"bisociations.":[143],"Using":[144],"cross-context":[146],"clustering":[147],"approach":[148],"outlier":[150],"detection,":[151],"identify":[153],"bisociations":[154],"evaluate":[156],"their":[157,162],"value":[158],"in":[159],"terms":[160],"as":[164],"hypotheses.":[167]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}