{"id":"https://openalex.org/W2477394626","doi":"https://doi.org/10.1007/978-3-319-39426-8_7","title":"Quantitative Analysis of Art Market Using Ontologies, Named Entity Recognition and Machine Learning: A Case Study","display_name":"Quantitative Analysis of Art Market Using Ontologies, Named Entity Recognition and Machine Learning: A Case Study","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2477394626","doi":"https://doi.org/10.1007/978-3-319-39426-8_7","mag":"2477394626"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-39426-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-39426-8_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","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/A5045654831","display_name":"Dominik Filipiak","orcid":"https://orcid.org/0000-0002-4927-9992"},"institutions":[{"id":"https://openalex.org/I12379730","display_name":"Pozna\u0144 University of Economics and Business","ror":"https://ror.org/0532c1x92","country_code":"PL","type":"education","lineage":["https://openalex.org/I12379730"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Dominik Filipiak","raw_affiliation_strings":["Department of Information Systems, Pozna\u0144 University of Economics, Al. Niepodleg\u0142o\u015bci 10, 61-875, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Pozna\u0144 University of Economics, Al. Niepodleg\u0142o\u015bci 10, 61-875, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I12379730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067973462","display_name":"Henning Agt-Rickauer","orcid":null},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henning Agt-Rickauer","raw_affiliation_strings":["Hasso-Plattner-Institut, Prof.-Dr.-Helmert-Stra\u00dfe 2-3, 14482, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso-Plattner-Institut, Prof.-Dr.-Helmert-Stra\u00dfe 2-3, 14482, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032043435","display_name":"Christian Hentschel","orcid":"https://orcid.org/0000-0003-1966-2592"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Hentschel","raw_affiliation_strings":["Hasso-Plattner-Institut, Prof.-Dr.-Helmert-Stra\u00dfe 2-3, 14482, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso-Plattner-Institut, Prof.-Dr.-Helmert-Stra\u00dfe 2-3, 14482, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018072517","display_name":"Agata Filipowska","orcid":"https://orcid.org/0000-0002-8425-1872"},"institutions":[{"id":"https://openalex.org/I12379730","display_name":"Pozna\u0144 University of Economics and Business","ror":"https://ror.org/0532c1x92","country_code":"PL","type":"education","lineage":["https://openalex.org/I12379730"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agata Filipowska","raw_affiliation_strings":["Department of Information Systems, Pozna\u0144 University of Economics, Al. Niepodleg\u0142o\u015bci 10, 61-875, Pozna\u0144, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Pozna\u0144 University of Economics, Al. Niepodleg\u0142o\u015bci 10, 61-875, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I12379730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082238675","display_name":"Harald Sack","orcid":"https://orcid.org/0000-0001-7069-9804"},"institutions":[{"id":"https://openalex.org/I143288331","display_name":"Hasso Plattner Institute","ror":"https://ror.org/058rn5r42","country_code":"DE","type":"facility","lineage":["https://openalex.org/I143288331","https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Harald Sack","raw_affiliation_strings":["Hasso-Plattner-Institut, Prof.-Dr.-Helmert-Stra\u00dfe 2-3, 14482, Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"Hasso-Plattner-Institut, Prof.-Dr.-Helmert-Stra\u00dfe 2-3, 14482, Potsdam, Germany","institution_ids":["https://openalex.org/I143288331"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045654831"],"corresponding_institution_ids":["https://openalex.org/I12379730"],"apc_list":null,"apc_paid":null,"fwci":0.7478,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66483204,"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":"79","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13342","display_name":"Art History and Market Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12981","display_name":"Conservation Techniques and Studies","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7974711656570435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.715212881565094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5484609603881836},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.4569563865661621},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44546476006507874},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43229109048843384},{"id":"https://openalex.org/keywords/ontology-learning","display_name":"Ontology learning","score":0.41608306765556335},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41211259365081787},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40103477239608765},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3786051571369171},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34136462211608887},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.27142536640167236},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.16535907983779907},{"id":"https://openalex.org/keywords/suggested-upper-merged-ontology","display_name":"Suggested Upper Merged Ontology","score":0.1489795446395874},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13226139545440674}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7974711656570435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.715212881565094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5484609603881836},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.4569563865661621},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44546476006507874},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43229109048843384},{"id":"https://openalex.org/C2777002027","wikidata":"https://www.wikidata.org/wiki/Q3620938","display_name":"Ontology learning","level":5,"score":0.41608306765556335},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41211259365081787},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40103477239608765},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3786051571369171},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34136462211608887},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.27142536640167236},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.16535907983779907},{"id":"https://openalex.org/C50971890","wikidata":"https://www.wikidata.org/wiki/Q7635093","display_name":"Suggested Upper Merged Ontology","level":4,"score":0.1489795446395874},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13226139545440674},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-39426-8_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-39426-8_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4099999964237213,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W84834696","https://openalex.org/W113402557","https://openalex.org/W1511924373","https://openalex.org/W1519682056","https://openalex.org/W1552847225","https://openalex.org/W1993977866","https://openalex.org/W2026810221","https://openalex.org/W2030811530","https://openalex.org/W2078807908","https://openalex.org/W2117539524","https://openalex.org/W2128907386","https://openalex.org/W2136585056","https://openalex.org/W2137489006","https://openalex.org/W2138010630","https://openalex.org/W2139388392","https://openalex.org/W2149597566","https://openalex.org/W2161753062","https://openalex.org/W2163605009","https://openalex.org/W2166242527","https://openalex.org/W2296169811","https://openalex.org/W2313697643","https://openalex.org/W2397855462","https://openalex.org/W2403635709","https://openalex.org/W2471366537","https://openalex.org/W2553422823","https://openalex.org/W2962883796","https://openalex.org/W2963173190","https://openalex.org/W2999634797","https://openalex.org/W3121231636","https://openalex.org/W4251356326","https://openalex.org/W4300012252"],"related_works":["https://openalex.org/W2078793151","https://openalex.org/W2024342824","https://openalex.org/W1771592750","https://openalex.org/W3128216712","https://openalex.org/W3017222382","https://openalex.org/W4255991504","https://openalex.org/W3136915866","https://openalex.org/W4390279576","https://openalex.org/W2886890203","https://openalex.org/W169590660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
