{"id":"https://openalex.org/W3084177365","doi":"https://doi.org/10.1109/tkde.2020.3045927","title":"A Survey on Data Pricing: From Economics to Data Science","display_name":"A Survey on Data Pricing: From Economics to Data Science","publication_year":2020,"publication_date":"2020-12-21","ids":{"openalex":"https://openalex.org/W3084177365","doi":"https://doi.org/10.1109/tkde.2020.3045927","mag":"3084177365"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2020.3045927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2020.3045927","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.04462","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jian Pei","orcid":"https://orcid.org/0000-0002-2200-8711"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jian Pei","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":7.1736,"has_fulltext":false,"cited_by_count":118,"citation_normalized_percentile":{"value":0.96765286,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"34","issue":"10","first_page":"4586","last_page":"4608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.5613999962806702,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11437","display_name":"Digital Platforms and Economics","score":0.5613999962806702,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.12189999967813492,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.04129999876022339,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.48980000615119934},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.47999998927116394},{"id":"https://openalex.org/keywords/information-good","display_name":"Information good","score":0.4507000148296356},{"id":"https://openalex.org/keywords/information-economics","display_name":"Information economics","score":0.44690001010894775},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.40630000829696655},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.3686999976634979},{"id":"https://openalex.org/keywords/digital-data","display_name":"Digital data","score":0.351500004529953},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.33079999685287476}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6987000107765198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.684499979019165},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.48980000615119934},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.47999998927116394},{"id":"https://openalex.org/C26627612","wikidata":"https://www.wikidata.org/wiki/Q1097073","display_name":"Information good","level":3,"score":0.4507000148296356},{"id":"https://openalex.org/C119982944","wikidata":"https://www.wikidata.org/wiki/Q1394203","display_name":"Information economics","level":2,"score":0.44690001010894775},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.40630000829696655},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C2778864079","wikidata":"https://www.wikidata.org/wiki/Q173285","display_name":"Digital data","level":3,"score":0.351500004529953},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C92424840","wikidata":"https://www.wikidata.org/wiki/Q7912772","display_name":"Value of information","level":2,"score":0.3003999888896942},{"id":"https://openalex.org/C27591710","wikidata":"https://www.wikidata.org/wiki/Q17083572","display_name":"Economic data","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C2986084806","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data series","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C27564746","wikidata":"https://www.wikidata.org/wiki/Q913709","display_name":"Market research","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27630001306533813},{"id":"https://openalex.org/C95831776","wikidata":"https://www.wikidata.org/wiki/Q16387","display_name":"Information science","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C203043789","wikidata":"https://www.wikidata.org/wiki/Q138461","display_name":"Digital economy","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tkde.2020.3045927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2020.3045927","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2009.04462","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.04462","pdf_url":"https://arxiv.org/pdf/2009.04462","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.04462","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.04462","pdf_url":"https://arxiv.org/pdf/2009.04462","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":210,"referenced_works":["https://openalex.org/W35992529","https://openalex.org/W173587568","https://openalex.org/W586722081","https://openalex.org/W985425338","https://openalex.org/W1457398716","https://openalex.org/W1515669336","https://openalex.org/W1520396195","https://openalex.org/W1531887947","https://openalex.org/W1550473992","https://openalex.org/W1555152848","https://openalex.org/W1567491469","https://openalex.org/W1579505926","https://openalex.org/W1735712825","https://openalex.org/W1770148247","https://openalex.org/W1873763122","https://openalex.org/W1968108086","https://openalex.org/W1971550472","https://openalex.org/W1973214627","https://openalex.org/W1974997063","https://openalex.org/W1977080355","https://openalex.org/W1977843657","https://openalex.org/W1979164116","https://openalex.org/W1979231840","https://openalex.org/W1979257114","https://openalex.org/W1984660988","https://openalex.org/W1989291641","https://openalex.org/W1989998381","https://openalex.org/W1990117446","https://openalex.org/W1992697866","https://openalex.org/W1994475402","https://openalex.org/W1995388959","https://openalex.org/W2001153856","https://openalex.org/W2002000693","https://openalex.org/W2010653253","https://openalex.org/W2014185546","https://openalex.org/W2015007620","https://openalex.org/W2019762987","https://openalex.org/W2024483557","https://openalex.org/W2024872319","https://openalex.org/W2029050771","https://openalex.org/W2029592119","https://openalex.org/W2029658262","https://openalex.org/W2030529668","https://openalex.org/W2031502124","https://openalex.org/W2036920264","https://openalex.org/W2041150643","https://openalex.org/W2042842336","https://openalex.org/W2046116913","https://openalex.org/W2062346518","https://openalex.org/W2065504152","https://openalex.org/W2065851930","https://openalex.org/W2066684585","https://openalex.org/W2074669964","https://openalex.org/W2075974558","https://openalex.org/W2078456126","https://openalex.org/W2078824048","https://openalex.org/W2080217302","https://openalex.org/W2080463870","https://openalex.org/W2081576642","https://openalex.org/W2089221846","https://openalex.org/W2092091701","https://openalex.org/W2097708839","https://openalex.org/W2097935243","https://openalex.org/W2101563310","https://openalex.org/W2102635071","https://openalex.org/W2109426455","https://openalex.org/W2111906371","https://openalex.org/W2117366235","https://openalex.org/W2118023920","https://openalex.org/W2123115817","https://openalex.org/W2126626399","https://openalex.org/W2130359158","https://openalex.org/W2131823547","https://openalex.org/W2133106342","https://openalex.org/W2135060498","https://openalex.org/W2136404521","https://openalex.org/W2138517781","https://openalex.org/W2139891288","https://openalex.org/W2140639582","https://openalex.org/W2141985040","https://openalex.org/W2142406320","https://openalex.org/W2143843024","https://openalex.org/W2152311983","https://openalex.org/W2154555821","https://openalex.org/W2154888127","https://openalex.org/W2156186849","https://openalex.org/W2157497706","https://openalex.org/W2158472849","https://openalex.org/W2159007113","https://openalex.org/W2160567811","https://openalex.org/W2162006472","https://openalex.org/W2162191171","https://openalex.org/W2168402580","https://openalex.org/W2168591670","https://openalex.org/W2168864823","https://openalex.org/W2170405424","https://openalex.org/W2171562514","https://openalex.org/W2176053492","https://openalex.org/W2177723277","https://openalex.org/W2226396244","https://openalex.org/W2230048354","https://openalex.org/W2239673203","https://openalex.org/W2240047818","https://openalex.org/W2257871218","https://openalex.org/W2262821013","https://openalex.org/W2272515049","https://openalex.org/W2293940046","https://openalex.org/W2294768397","https://openalex.org/W2438490550","https://openalex.org/W2461943168","https://openalex.org/W2481948672","https://openalex.org/W2497208421","https://openalex.org/W2525990415","https://openalex.org/W2539436818","https://openalex.org/W2546440696","https://openalex.org/W2564917231","https://openalex.org/W2592929672","https://openalex.org/W2595822106","https://openalex.org/W2612128091","https://openalex.org/W2617513782","https://openalex.org/W2725810345","https://openalex.org/W2734426755","https://openalex.org/W2743929098","https://openalex.org/W2753705627","https://openalex.org/W2765365501","https://openalex.org/W2769131834","https://openalex.org/W2790400697","https://openalex.org/W2791160695","https://openalex.org/W2794284562","https://openalex.org/W2808948371","https://openalex.org/W2884001105","https://openalex.org/W2889110589","https://openalex.org/W2890631112","https://openalex.org/W2919782326","https://openalex.org/W2948176562","https://openalex.org/W2950327726","https://openalex.org/W2951483008","https://openalex.org/W2952551358","https://openalex.org/W2963841569","https://openalex.org/W2963884503","https://openalex.org/W2964210282","https://openalex.org/W2970773487","https://openalex.org/W2974598553","https://openalex.org/W2980938316","https://openalex.org/W2982591402","https://openalex.org/W2982689790","https://openalex.org/W2991469626","https://openalex.org/W3081749234","https://openalex.org/W3082187607","https://openalex.org/W3108051446","https://openalex.org/W3121172388","https://openalex.org/W3121202017","https://openalex.org/W3121479382","https://openalex.org/W3122462552","https://openalex.org/W3122606457","https://openalex.org/W3122946301","https://openalex.org/W3123294608","https://openalex.org/W3123355638","https://openalex.org/W3123656117","https://openalex.org/W3124571667","https://openalex.org/W3125090935","https://openalex.org/W3125573257","https://openalex.org/W3125675149","https://openalex.org/W3161606710","https://openalex.org/W4205551177","https://openalex.org/W4226342030","https://openalex.org/W4233413206","https://openalex.org/W4234731922","https://openalex.org/W4243353748","https://openalex.org/W4243417153","https://openalex.org/W4246479655","https://openalex.org/W4251484745","https://openalex.org/W4252627820","https://openalex.org/W4252846263","https://openalex.org/W4253773297","https://openalex.org/W4292084264","https://openalex.org/W4298160728","https://openalex.org/W4300107981","https://openalex.org/W6631963656","https://openalex.org/W6632822778","https://openalex.org/W6633360748","https://openalex.org/W6633838539","https://openalex.org/W6641177048","https://openalex.org/W6641697065","https://openalex.org/W6647521437","https://openalex.org/W6652145319","https://openalex.org/W6667827967","https://openalex.org/W6679679788","https://openalex.org/W6680890718","https://openalex.org/W6682520006","https://openalex.org/W6685329355","https://openalex.org/W6697826875","https://openalex.org/W6712698574","https://openalex.org/W6728757088","https://openalex.org/W6730386726","https://openalex.org/W6735632633","https://openalex.org/W6748554530","https://openalex.org/W6752448382","https://openalex.org/W6760064560","https://openalex.org/W6762234667","https://openalex.org/W6767345803","https://openalex.org/W6767887823","https://openalex.org/W6770107572","https://openalex.org/W6771028433","https://openalex.org/W6771821348","https://openalex.org/W6774812674","https://openalex.org/W6779045794","https://openalex.org/W6779897663","https://openalex.org/W6780778673","https://openalex.org/W6783743507"],"related_works":[],"abstract_inverted_index":{"Data":[0],"are":[1],"invaluable.":[2],"How":[3],"can":[4],"we":[5,48],"assess":[6],"the":[7,68,75],"value":[8],"of":[9,56,70,79,86,102],"data":[10,38,40,65,71,95],"objectively,":[11],"systematically":[12],"and":[13,25,30,42,53,73,77,94,104],"quantitatively?":[14],"Pricing":[15],"data,":[16],"or":[17],"information":[18],"goods":[19],"in":[20,27],"general,":[21],"has":[22],"been":[23],"studied":[24],"practiced":[26],"dispersed":[28],"areas":[29],"principles,":[31],"such":[32],"as":[33],"economics,":[34],"marketing,":[35],"electronic":[36],"commerce,":[37],"management,":[39],"mining":[41],"machine":[43],"learning.":[44],"In":[45],"this":[46,57],"article,":[47],"present":[49],"a":[50,84,100],"unified,":[51],"interdisciplinary":[52],"comprehensive":[54],"overview":[55],"important":[58],"direction.":[59],"We":[60,89,97],"examine":[61],"various":[62],"motivations":[63],"behind":[64],"pricing,":[66],"understand":[67],"economics":[69],"pricing":[72,80],"review":[74],"development":[76],"evolution":[78],"models":[81],"according":[82],"to":[83],"series":[85,101],"fundamental":[87],"principles.":[88],"discuss":[90],"both":[91],"digital":[92],"products":[93],"products.":[96],"also":[98],"consider":[99],"challenges":[103],"directions":[105],"for":[106],"future":[107],"work.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":35},{"year":2024,"cited_by_count":40},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2020-09-14T00:00:00"}