{"id":"https://openalex.org/W1584802047","doi":"https://doi.org/10.1007/978-3-642-20511-8_59","title":"Predictive Analytics for Semi-structured Case Oriented Business Processes","display_name":"Predictive Analytics for Semi-structured Case Oriented Business Processes","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1584802047","doi":"https://doi.org/10.1007/978-3-642-20511-8_59","mag":"1584802047"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-20511-8_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20511-8_59","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/A5017885798","display_name":"Geetika T. Lakshmanan","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Geetika T. Lakshmanan","raw_affiliation_strings":["IBM T.J. Watson Research Center, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037771965","display_name":"Songyun Duan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Songyun Duan","raw_affiliation_strings":["IBM T.J. Watson Research Center, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084818720","display_name":"Paul \u03a4. Keyser","orcid":"https://orcid.org/0000-0001-7834-627X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paul T. Keyser","raw_affiliation_strings":["IBM T.J. Watson Research Center, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021951036","display_name":"Francisco Curbera","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francisco Curbera","raw_affiliation_strings":["IBM T.J. Watson Research Center, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052137019","display_name":"Rania Khalaf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rania Khalaf","raw_affiliation_strings":["IBM T.J. Watson Research Center, USA"],"affiliations":[{"raw_affiliation_string":"IBM T.J. Watson Research Center, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017885798"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.5338,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97771903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"640","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7766336798667908},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6747402548789978},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6093087196350098},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6078047752380371},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5368747115135193},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5330475568771362},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5178359150886536},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4575042724609375},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.45216313004493713},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.43191033601760864},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.418709933757782},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41641420125961304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33758389949798584},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.293146550655365},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.253278911113739},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.10523954033851624},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0975724458694458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7766336798667908},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6747402548789978},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6093087196350098},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6078047752380371},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5368747115135193},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5330475568771362},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5178359150886536},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4575042724609375},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.45216313004493713},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.43191033601760864},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.418709933757782},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41641420125961304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33758389949798584},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.293146550655365},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.253278911113739},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.10523954033851624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0975724458694458},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C189076506","wikidata":"https://www.wikidata.org/wiki/Q1518232","display_name":"Business analysis","level":3,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-20511-8_59","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-20511-8_59","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W189242244","https://openalex.org/W1490680664","https://openalex.org/W1504694836","https://openalex.org/W1528352069","https://openalex.org/W1536779143","https://openalex.org/W1547000621","https://openalex.org/W1563307751","https://openalex.org/W1570448133","https://openalex.org/W1664011265","https://openalex.org/W1750400331","https://openalex.org/W1812617214","https://openalex.org/W1999189212","https://openalex.org/W2004865374","https://openalex.org/W2045014156","https://openalex.org/W2125055259","https://openalex.org/W2134937538","https://openalex.org/W2139889174","https://openalex.org/W2151880735","https://openalex.org/W2154581711","https://openalex.org/W2166546927","https://openalex.org/W2167985173","https://openalex.org/W2483545539","https://openalex.org/W4237922472"],"related_works":["https://openalex.org/W4367856707","https://openalex.org/W2725836824","https://openalex.org/W3041288053","https://openalex.org/W3033964479","https://openalex.org/W3068949829","https://openalex.org/W4391903344","https://openalex.org/W2081084322","https://openalex.org/W3005175923","https://openalex.org/W4308701384","https://openalex.org/W3188416226"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
