{"id":"https://openalex.org/W2262397828","doi":"https://doi.org/10.1145/2843043.2843059","title":"What is in our datasets?","display_name":"What is in our datasets?","publication_year":2016,"publication_date":"2016-02-01","ids":{"openalex":"https://openalex.org/W2262397828","doi":"https://doi.org/10.1145/2843043.2843059","mag":"2262397828"},"language":"en","primary_location":{"id":"doi:10.1145/2843043.2843059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2843043.2843059","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","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/A5021691921","display_name":"Marshima Mohd Rosli","orcid":"https://orcid.org/0000-0002-7660-2126"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Marshima Mohd Rosli","raw_affiliation_strings":["The University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069747561","display_name":"Ewan Tempero","orcid":"https://orcid.org/0000-0002-3786-1707"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Ewan Tempero","raw_affiliation_strings":["The University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061895558","display_name":"Andrew Luxton-Reilly","orcid":"https://orcid.org/0000-0001-8269-2909"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Andrew Luxton-Reilly","raw_affiliation_strings":["The University of Auckland, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"The University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021691921"],"corresponding_institution_ids":["https://openalex.org/I154130895"],"apc_list":null,"apc_paid":null,"fwci":0.6926,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77895597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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":0.9994000196456909,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9868000149726868,"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":0.5976589918136597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5976589918136597}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2843043.2843059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2843043.2843059","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"},{"id":"pmh:oai:researchspace.auckland.ac.nz:2292/39268","is_oa":false,"landing_page_url":"http://hdl.handle.net/2292/39268","pdf_url":null,"source":{"id":"https://openalex.org/S7407055463","display_name":"ResearchSpace (University of Auckland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154130895","host_organization_name":"University of Auckland","host_organization_lineage":["https://openalex.org/I154130895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320801","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07"},{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"},{"id":"https://openalex.org/F4320322780","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W46985669","https://openalex.org/W100273097","https://openalex.org/W168970045","https://openalex.org/W183249055","https://openalex.org/W1537659679","https://openalex.org/W1840884391","https://openalex.org/W1979610102","https://openalex.org/W1982848337","https://openalex.org/W2000241667","https://openalex.org/W2010838894","https://openalex.org/W2025700486","https://openalex.org/W2028782971","https://openalex.org/W2031227255","https://openalex.org/W2034750068","https://openalex.org/W2087650034","https://openalex.org/W2095938258","https://openalex.org/W2097883090","https://openalex.org/W2100850394","https://openalex.org/W2109695997","https://openalex.org/W2114363693","https://openalex.org/W2126626812","https://openalex.org/W2129056090","https://openalex.org/W2129164226","https://openalex.org/W2141102013","https://openalex.org/W2161477496","https://openalex.org/W2172232422","https://openalex.org/W6604041265"],"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/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"In":[0,33],"order":[1],"to":[2,19,66,71,78,94,113,138,151,159,172],"facilitate":[3],"research":[4],"based":[5],"on":[6],"datasets":[7,74,85,118,130,134,154],"in":[8,100],"empirical":[9],"software":[10],"engineering,":[11],"the":[12,96,104,111,120,127,167,174],"meaning":[13],"of":[14,62,84,116,126,176],"data":[15],"must":[16],"be":[17,20,58,149,157],"able":[18],"interpreted":[21],"correctly.":[22],"Datasets":[23],"contain":[24],"measurements":[25,56],"that":[26,55,125],"are":[27,75],"associated":[28],"with":[29],"metrics":[30,49,143],"and":[31,46,86,98,103,144,155],"entities.":[32,145],"some":[34],"datasets,":[35],"it":[36],"is":[37,65],"not":[38],"always":[39],"clear":[40],"which":[41,48],"entities":[42],"have":[43,50],"been":[44,51],"measured":[45],"exactly":[47],"used.":[52],"This":[53],"means":[54],"could":[57],"misinterpreted.":[59],"The":[60],"goal":[61],"this":[63],"study":[64],"determine":[67],"a":[68,92,101,114,170],"useful":[69],"way":[70],"understand":[72],"what":[73],"actually":[76],"intended":[77],"represent.":[79],"We":[80,90,109,123],"construct":[81],"precise":[82],"definitions":[83],"their":[87],"potential":[88],"elements.":[89],"develop":[91],"metamodel":[93,112,147],"describe":[95],"structure":[97],"concepts":[99],"dataset,":[102],"relationships":[105],"between":[106],"each":[107],"concept.":[108],"apply":[110],"number":[115],"existing":[117,129],"from":[119],"PROMISE":[121],"repository.":[122],"found":[124],"70":[128],"we":[131],"studied,":[132],"61":[133],"contained":[135],"insufficient":[136],"information":[137],"ensure":[139],"correct":[140],"interpretation":[141],"for":[142,169],"Our":[146],"can":[148,156],"used":[150,158],"identify":[152],"such":[153],"evaluate":[160,173],"new":[161],"datasets.":[162,177],"It":[163],"will":[164],"also":[165],"form":[166],"foundation":[168],"framework":[171],"quality":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}