{"id":"https://openalex.org/W2887428819","doi":"https://doi.org/10.1145/3242153.3242159","title":"Towards Automated Data Integration in Software Analytics","display_name":"Towards Automated Data Integration in Software Analytics","publication_year":2018,"publication_date":"2018-08-27","ids":{"openalex":"https://openalex.org/W2887428819","doi":"https://doi.org/10.1145/3242153.3242159","mag":"2887428819"},"language":"en","primary_location":{"id":"doi:10.1145/3242153.3242159","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3242153.3242159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1808.05376","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050955846","display_name":"Silverio Mart\u00ednez\u2010Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-9928-133X"},"institutions":[{"id":"https://openalex.org/I4210098380","display_name":"Fraunhofer Institute for Experimental Software Engineering","ror":"https://ror.org/00r1wdc11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098380","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Silverio Mart\u00ednez-Fern\u00e1ndez","raw_affiliation_strings":["Fraunhofer IESE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IESE","institution_ids":["https://openalex.org/I4210098380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083754826","display_name":"Petar Jovanovi\u0107","orcid":"https://orcid.org/0000-0003-4635-6646"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Petar Jovanovic","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya, BarcelonaTech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, BarcelonaTech","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027686521","display_name":"Xavier Franch","orcid":"https://orcid.org/0000-0001-9733-8830"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavier Franch","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya, BarcelonaTech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, BarcelonaTech","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030958043","display_name":"Andreas Jedlitschka","orcid":"https://orcid.org/0000-0003-3590-6331"},"institutions":[{"id":"https://openalex.org/I4210098380","display_name":"Fraunhofer Institute for Experimental Software Engineering","ror":"https://ror.org/00r1wdc11","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210098380","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Jedlitschka","raw_affiliation_strings":["Fraunhofer IESE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IESE","institution_ids":["https://openalex.org/I4210098380"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050955846"],"corresponding_institution_ids":["https://openalex.org/I4210098380"],"apc_list":null,"apc_paid":null,"fwci":1.9812,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87549569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9979000091552734,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8195180892944336},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.5822396278381348},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5686958432197571},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.4665735960006714},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4612857401371002},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4470571279525757},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.4254639744758606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40947121381759644},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35902082920074463},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.3513532280921936},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3433230519294739},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.32277214527130127},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10177797079086304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8195180892944336},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.5822396278381348},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5686958432197571},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.4665735960006714},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4612857401371002},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4470571279525757},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.4254639744758606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40947121381759644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35902082920074463},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3513532280921936},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3433230519294739},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.32277214527130127},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10177797079086304},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3242153.3242159","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3242153.3242159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1808.05376","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1808.05376","pdf_url":"https://arxiv.org/pdf/1808.05376","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:upcommons.upc.edu:2117/127967","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/127967","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:fraunhofer.de:N-518393","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-518393.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IESE","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/402143","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/402143","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"pmh:oai:recercat.cat:2072/348649","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/127967","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/submittedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1808.05376","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1808.05376","pdf_url":"https://arxiv.org/pdf/1808.05376","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5430225862","display_name":null,"funder_award_id":"No. 732253 (Q-Rapids)","funder_id":"https://openalex.org/F4320338480","funder_display_name":"H2020 LEIT Advanced Manufacturing and Processing"}],"funders":[{"id":"https://openalex.org/F4320320885","display_name":"European Research Consortium for Informatics and Mathematics","ror":"https://ror.org/055zrhj18"},{"id":"https://openalex.org/F4320338480","display_name":"H2020 LEIT Advanced Manufacturing and Processing","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W592746391","https://openalex.org/W828359245","https://openalex.org/W872215992","https://openalex.org/W1522784375","https://openalex.org/W1977030195","https://openalex.org/W1983956982","https://openalex.org/W1992673035","https://openalex.org/W2040977941","https://openalex.org/W2064296229","https://openalex.org/W2071043588","https://openalex.org/W2106268244","https://openalex.org/W2133032989","https://openalex.org/W2135203905","https://openalex.org/W2139452609","https://openalex.org/W2141959477","https://openalex.org/W2146581901","https://openalex.org/W2163857507","https://openalex.org/W2182046737","https://openalex.org/W2232502728","https://openalex.org/W2487200295","https://openalex.org/W2805071538","https://openalex.org/W2808523592","https://openalex.org/W2885862373","https://openalex.org/W2963270403","https://openalex.org/W3122526936","https://openalex.org/W4254666025","https://openalex.org/W4255888652","https://openalex.org/W6685989203"],"related_works":["https://openalex.org/W2038746072","https://openalex.org/W1995108926","https://openalex.org/W2543688022","https://openalex.org/W4390273888","https://openalex.org/W3193780199","https://openalex.org/W2049696050","https://openalex.org/W4285175229","https://openalex.org/W2352384510","https://openalex.org/W2371269538","https://openalex.org/W2181502925"],"abstract_inverted_index":{"Software":[0],"organizations":[1,32],"want":[2],"to":[3,6,26,145],"be":[4,141],"able":[5],"base":[7],"their":[8],"decisions":[9],"on":[10,99],"the":[11,18,65,68,88,100,119,157],"latest":[12],"set":[13,126],"of":[14,67,90,102,127,159],"available":[15],"data":[16,43,70,76,92,104],"and":[17,33,82,112,134],"real-time":[19],"analytics":[20,160],"derived":[21],"from":[22],"them.":[23],"In":[24],"order":[25,144],"support":[27],"\"real-time":[28],"enterprise\"":[29],"for":[30,37,93,155],"software":[31,46,94,131],"provide":[34],"information":[35],"transparency":[36],"diverse":[38],"stakeholders,":[39],"we":[40,72,97],"integrate":[41],"heterogeneous":[42],"sources":[44,105],"about":[45],"analytics,":[47],"such":[48,103],"as":[49],"static":[50,111,121],"code":[51],"analysis,":[52],"testing":[53],"results,":[54],"issue":[55],"tracking":[56],"systems,":[57,60],"network":[58],"monitoring":[59],"etc.":[61],"To":[62],"deal":[63],"with":[64,123],"heterogeneity":[66],"underlying":[69],"sources,":[71],"follow":[73],"an":[74,84],"ontology-based":[75],"integration":[77,101],"approach":[78,122],"in":[79,143],"this":[80,138],"paper":[81],"define":[83],"ontology":[85],"that":[86],"captures":[87],"semantics":[89],"relevant":[91],"analytics.":[95],"Furthermore,":[96],"focus":[98],"by":[106],"proposing":[107],"two":[108],"approaches:":[109],"a":[110,113,124,152],"dynamic":[114],"one.":[115],"We":[116],"first":[117],"discuss":[118],"current":[120],"predefined":[125],"analytic":[128],"views":[129],"representing":[130],"quality":[132],"factors":[133],"further":[135],"envision":[136],"how":[137],"process":[139],"could":[140],"automated":[142],"dynamically":[146],"build":[147],"custom":[148],"user":[149],"analysis":[150],"using":[151],"semi-automatic":[153],"platform":[154],"managing":[156],"lifecycle":[158],"infrastructures.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
