{"id":"https://openalex.org/W3094701927","doi":"https://doi.org/10.1145/3417990.3422004","title":"User-centred tooling for modelling of big data applications","display_name":"User-centred tooling for modelling of big data applications","publication_year":2020,"publication_date":"2020-10-16","ids":{"openalex":"https://openalex.org/W3094701927","doi":"https://doi.org/10.1145/3417990.3422004","mag":"3094701927"},"language":"en","primary_location":{"id":"doi:10.1145/3417990.3422004","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3417990.3422004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/User-centred_tooling_for_modelling_of_big_data_applications/20681794","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046465785","display_name":"Hourieh Khalajzadeh","orcid":"https://orcid.org/0000-0001-9958-0102"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hourieh Khalajzadeh","raw_affiliation_strings":["Monash University, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011052861","display_name":"Tarun Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tarun Verma","raw_affiliation_strings":["Monash University, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024537636","display_name":"Anj Simmons","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew J. Simmons","raw_affiliation_strings":["Deakin University, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082913979","display_name":"John Grundy","orcid":"https://orcid.org/0000-0003-4928-7076"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"John Grundy","raw_affiliation_strings":["Monash University, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068173669","display_name":"Mohamed Abdelrazek","orcid":"https://orcid.org/0000-0003-3812-9785"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohamed Abdelrazek","raw_affiliation_strings":["Deakin University, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073589244","display_name":"John Hosking","orcid":"https://orcid.org/0000-0002-4776-3828"},"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":"John Hosking","raw_affiliation_strings":["University of Auckland, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Auckland, Auckland, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5442,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76148133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9972000122070312,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9972000122070312,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8287945985794067},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7315132021903992},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.698610246181488},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.649783730506897},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6246109008789062},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5247067213058472},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5029365420341492},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4615367352962494},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.434452623128891},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3519187569618225},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.26714277267456055},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1413370668888092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8287945985794067},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7315132021903992},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.698610246181488},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.649783730506897},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6246109008789062},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5247067213058472},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5029365420341492},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4615367352962494},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.434452623128891},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3519187569618225},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.26714277267456055},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1413370668888092},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3417990.3422004","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3417990.3422004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30146217","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"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 Paper"},{"id":"pmh:oai:figshare.com:article/20681794","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/User-centred_tooling_for_modelling_of_big_data_applications/20681794","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20681794","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/User-centred_tooling_for_modelling_of_big_data_applications/20681794","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1479688811","https://openalex.org/W2110143060","https://openalex.org/W2126623642","https://openalex.org/W2189162242","https://openalex.org/W2481236656","https://openalex.org/W2757656223","https://openalex.org/W2891534466","https://openalex.org/W3015539140","https://openalex.org/W3028640536","https://openalex.org/W3029504795","https://openalex.org/W4245995216","https://openalex.org/W4250331706"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2150182025","https://openalex.org/W2497432351","https://openalex.org/W2120447654"],"abstract_inverted_index":{"We":[0,49],"outline":[1],"the":[2,33,44,47,67,82,93,105],"key":[3],"requirements":[4,20],"for":[5,17,61],"a":[6,55,74],"Big":[7,62],"Data":[8,63],"modelling":[9,97],"recommender":[10,59,84],"tool.":[11],"Our":[12],"web-based":[13,96],"tool":[14,68],"is":[15,100],"suitable":[16],"capturing":[18],"system":[19,60],"in":[21,43,53],"big":[22],"data":[23],"analytics":[24],"applications":[25],"involving":[26],"diverse":[27],"stakeholders.":[28],"It":[29],"promotes":[30],"awareness":[31],"of":[32,46,57,76],"datasets":[34],"and":[35,65,85,90,104],"algorithm":[36],"implementations":[37],"that":[38],"are":[39],"available":[40,101],"to":[41],"leverage":[42],"design":[45],"solution.":[48],"implement":[50],"these":[51],"ideas":[52],"BiDaML-web,":[54],"proof":[56],"concept":[58],"applications,":[64],"evaluate":[66],"using":[69],"an":[70],"empirical":[71],"study":[72],"with":[73],"group":[75],"16":[77],"target":[78],"end-users.":[79],"Participants":[80],"found":[81],"integrated":[83],"technique":[86],"suggestion":[87],"tools":[88],"helpful":[89],"highly":[91],"rated":[92],"overall":[94],"BiDaML":[95],"experience.":[98],"BiDaML-web":[99],"at":[102,111],"https://bidaml.web.app/":[103],"source":[106],"code":[107],"can":[108],"be":[109],"accessed":[110],"https://github.com/tarunverma23/bidaml.":[112]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}