{"id":"https://openalex.org/W3000269231","doi":"https://doi.org/10.1145/3371158.3371199","title":"Innovation and Revenue","display_name":"Innovation and Revenue","publication_year":2020,"publication_date":"2020-01-05","ids":{"openalex":"https://openalex.org/W3000269231","doi":"https://doi.org/10.1145/3371158.3371199","mag":"3000269231"},"language":"en","primary_location":{"id":"doi:10.1145/3371158.3371199","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3371158.3371199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM IKDD CoDS and 25th COMAD","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/A5100746903","display_name":"Mayank Singh","orcid":"https://orcid.org/0000-0002-8393-3652"},"institutions":[{"id":"https://openalex.org/I4210107680","display_name":"\u00c9cole Nationale des Greffes","ror":"https://ror.org/01pcs0h38","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210107680"]},{"id":"https://openalex.org/I4210116091","display_name":"Department of Physics, Mathematics and Informatics","ror":"https://ror.org/023sm4k53","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210116091"]}],"countries":["BY","FR"],"is_corresponding":false,"raw_author_name":"Mayank Singh","raw_affiliation_strings":["Dept. of Computer Science and Engg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engg","institution_ids":["https://openalex.org/I4210107680","https://openalex.org/I4210116091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044617871","display_name":"Arindam Pal","orcid":"https://orcid.org/0000-0001-5710-7464"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Arindam Pal","raw_affiliation_strings":["Data61, CSIRO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data61, CSIRO","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102724695","display_name":"Lipika Dey","orcid":"https://orcid.org/0000-0003-3831-5545"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lipika Dey","raw_affiliation_strings":["TCS Innovation Labs, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Innovation Labs, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020991141","display_name":"Animesh Mukherjee","orcid":"https://orcid.org/0000-0003-4534-0044"},"institutions":[{"id":"https://openalex.org/I4210107680","display_name":"\u00c9cole Nationale des Greffes","ror":"https://ror.org/01pcs0h38","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210107680"]},{"id":"https://openalex.org/I4210116091","display_name":"Department of Physics, Mathematics and Informatics","ror":"https://ror.org/023sm4k53","country_code":"BY","type":"facility","lineage":["https://openalex.org/I151823869","https://openalex.org/I4210116091"]}],"countries":["BY","FR"],"is_corresponding":false,"raw_author_name":"Animesh Mukherjee","raw_affiliation_strings":["Dept. of Computer Science and Engg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engg","institution_ids":["https://openalex.org/I4210107680","https://openalex.org/I4210116091"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.284,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63445429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"36","issue":null,"first_page":"268","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T10856","display_name":"Intellectual Property and Patents","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12722","display_name":"Innovation Policy and R&D","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12851","display_name":"Firm Innovation and Growth","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.7723371982574463},{"id":"https://openalex.org/keywords/patent-analysis","display_name":"Patent analysis","score":0.6479966044425964},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5874656438827515},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5736910104751587},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5581623315811157},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5254101753234863},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5123299360275269},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.473846971988678},{"id":"https://openalex.org/keywords/innovation-management","display_name":"Innovation management","score":0.4583735764026642},{"id":"https://openalex.org/keywords/patent-application","display_name":"Patent application","score":0.43376877903938293},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4283011257648468},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.42678511142730713},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.410600483417511},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.39569732546806335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3746222257614136},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2482767403125763},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15648290514945984},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.15098589658737183}],"concepts":[{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.7723371982574463},{"id":"https://openalex.org/C2778029865","wikidata":"https://www.wikidata.org/wiki/Q25110998","display_name":"Patent analysis","level":2,"score":0.6479966044425964},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5874656438827515},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5736910104751587},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5581623315811157},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5254101753234863},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5123299360275269},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.473846971988678},{"id":"https://openalex.org/C186037533","wikidata":"https://www.wikidata.org/wiki/Q794803","display_name":"Innovation management","level":2,"score":0.4583735764026642},{"id":"https://openalex.org/C2779534841","wikidata":"https://www.wikidata.org/wiki/Q3022019","display_name":"Patent application","level":2,"score":0.43376877903938293},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4283011257648468},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.42678511142730713},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.410600483417511},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.39569732546806335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3746222257614136},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2482767403125763},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15648290514945984},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.15098589658737183},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3371158.3371199","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3371158.3371199","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM IKDD CoDS and 25th COMAD","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1497789111","https://openalex.org/W1988417488","https://openalex.org/W2044764121","https://openalex.org/W2051755402","https://openalex.org/W2115846092","https://openalex.org/W3121166719","https://openalex.org/W3123251506","https://openalex.org/W3123305227","https://openalex.org/W3124002336","https://openalex.org/W3124376267","https://openalex.org/W4210965045","https://openalex.org/W4236706032"],"related_works":["https://openalex.org/W2376650972","https://openalex.org/W2366709683","https://openalex.org/W2377713783","https://openalex.org/W2386049817","https://openalex.org/W2382799915","https://openalex.org/W2367697176","https://openalex.org/W2392136635","https://openalex.org/W2120826742","https://openalex.org/W2560112398","https://openalex.org/W2391978362"],"abstract_inverted_index":{"Research":[0],"and":[1,20,48,53,62,117,135,143],"innovation":[2,19,44,61],"is":[3,22],"an":[4],"important":[5,40],"agenda":[6],"for":[7,26,36,65,139],"any":[8],"company":[9],"to":[10,28,33,42],"remain":[11],"competitive":[12],"in":[13,86],"the":[14,31,46,58,81,87,93,105,126,133,153],"market.":[15],"The":[16],"relationship":[17,59],"between":[18,60,102],"revenue":[21],"a":[23,71,77],"key":[24],"metric":[25],"companies":[27,69],"decide":[29],"on":[30],"amount":[32],"be":[34],"invested":[35],"future":[37],"research.":[38],"Two":[39],"parameters":[41,103,130],"evaluate":[43],"are":[45],"quantity":[47],"quality":[49],"of":[50,73,80,107,121,128],"scientific":[51],"papers":[52],"patents.":[54],"Our":[55],"work":[56],"studies":[57],"patenting":[63],"activities":[64],"several":[66,99],"Fortune":[67,118],"500":[68,119],"over":[70,132],"period":[72],"time.":[74],"We":[75,97,123],"perform":[76],"comprehensive":[78],"study":[79,125],"patent":[82,109,112,115,155],"citation":[83],"dataset":[84,156],"available":[85],"Reed":[88],"Technology":[89],"Index":[90],"collected":[91],"from":[92],"US":[94],"Patent":[95],"Office.":[96],"observe":[98],"interesting":[100],"relations":[101],"like":[104],"number":[106],"(i)":[108],"applications,":[110],"(ii)":[111],"grants,":[113],"(iii)":[114],"citations":[116],"ranks":[120],"companies.":[122],"also":[124],"trends":[127],"these":[129,140],"varying":[131],"years":[134],"derive":[136],"causal":[137],"explanations":[138],"with":[141],"qualitative":[142],"intuitive":[144],"reasoning.":[145],"To":[146],"facilitate":[147],"reproducible":[148],"research,":[149],"we":[150],"make":[151],"all":[152],"processed":[154],"publicly":[157],"available.1":[158]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}