{"id":"https://openalex.org/W2044572358","doi":"https://doi.org/10.1145/2499393.2499401","title":"Beyond data mining; towards \"idea engineering\"","display_name":"Beyond data mining; towards \"idea engineering\"","publication_year":2013,"publication_date":"2013-09-11","ids":{"openalex":"https://openalex.org/W2044572358","doi":"https://doi.org/10.1145/2499393.2499401","mag":"2044572358"},"language":"en","primary_location":{"id":"doi:10.1145/2499393.2499401","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2499393.2499401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Predictive Models in Software Engineering","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/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196"},"institutions":[{"id":"https://openalex.org/I2802882910","display_name":"West Virginia University Hospitals","ror":"https://ror.org/04fbnx371","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802882910"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tim Menzies","raw_affiliation_strings":["CSEE, WVU"],"affiliations":[{"raw_affiliation_string":"CSEE, WVU","institution_ids":["https://openalex.org/I2802882910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077008083"],"corresponding_institution_ids":["https://openalex.org/I2802882910"],"apc_list":null,"apc_paid":null,"fwci":5.0155,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95202071,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9962000250816345,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.606170654296875},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4802270531654358}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.606170654296875},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4802270531654358}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2499393.2499401","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2499393.2499401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Predictive Models in Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.646.3059","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.646.3059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://menzies.us/pdf/13idea.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.646.9498","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.646.9498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://menzies.us/pdf/13promise.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4333242108","display_name":null,"funder_award_id":"1017330","funder_id":"https://openalex.org/F4320337387","funder_display_name":"Division of Computing and Communication Foundations"},{"id":"https://openalex.org/G5885068036","display_name":null,"funder_award_id":"2011-68001-30049","funder_id":"https://openalex.org/F4320332299","funder_display_name":"National Institute of Food and Agriculture"}],"funders":[{"id":"https://openalex.org/F4320332299","display_name":"National Institute of Food and Agriculture","ror":"https://ror.org/05qx3fv49"},{"id":"https://openalex.org/F4320337387","display_name":"Division of Computing and Communication Foundations","ror":"https://ror.org/01mng8331"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W168970045","https://openalex.org/W1496058831","https://openalex.org/W1524804935","https://openalex.org/W1528172151","https://openalex.org/W1529975861","https://openalex.org/W1695350145","https://openalex.org/W1964544799","https://openalex.org/W1964963535","https://openalex.org/W1970654545","https://openalex.org/W1971656055","https://openalex.org/W1989354793","https://openalex.org/W1991150964","https://openalex.org/W1997612947","https://openalex.org/W1999564642","https://openalex.org/W2009786711","https://openalex.org/W2027483357","https://openalex.org/W2027496271","https://openalex.org/W2030857403","https://openalex.org/W2035346816","https://openalex.org/W2044677391","https://openalex.org/W2066477694","https://openalex.org/W2067078191","https://openalex.org/W2070567333","https://openalex.org/W2075755635","https://openalex.org/W2076279155","https://openalex.org/W2078619945","https://openalex.org/W2098269894","https://openalex.org/W2109676845","https://openalex.org/W2119327016","https://openalex.org/W2126819778","https://openalex.org/W2131704937","https://openalex.org/W2132194535","https://openalex.org/W2143637886","https://openalex.org/W2147451090","https://openalex.org/W2148702066","https://openalex.org/W2151230338","https://openalex.org/W2151666086","https://openalex.org/W2158201871","https://openalex.org/W2160958420","https://openalex.org/W2163444423","https://openalex.org/W2164006284","https://openalex.org/W2167081989","https://openalex.org/W2170729527","https://openalex.org/W2467446938","https://openalex.org/W3141218678","https://openalex.org/W3148575989","https://openalex.org/W3150217209","https://openalex.org/W4291166496","https://openalex.org/W4298140396","https://openalex.org/W6631991438"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Pablo":[0],"Picasso":[1],"said":[2],"\"computers":[3],"are":[4,17,25,30],"stupid-":[5,19],"they":[6],"only":[7],"give":[8],"you":[9],"answers\".":[10],"I":[11],"seek":[12],"to":[13,39,58],"build":[14],"reasoners":[15],"that":[16,20],"not":[18],"know":[21],"predictions":[22],"and":[23,33,56],"decisions":[24],"important,":[26],"but":[27],"so":[28],"too":[29],"the":[31,37],"questions":[32],"insights":[34],"generated":[35],"on":[36],"way":[38],"those":[40],"conclusions.":[41],"Within":[42],"a":[43],"society":[44],"of":[45],"carbon":[46],"and/or":[47],"silicon-based":[48],"agents,":[49],"discussion":[50],"systems":[51],"let":[52],"us":[53],"share,":[54],"reflect,":[55],"try":[57],"improve":[59],"each":[60],"other's":[61],"insights.":[62]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}