{"id":"https://openalex.org/W3134271104","doi":"https://doi.org/10.1007/978-3-030-70006-5_5","title":"BiDaML in Practice: Collaborative Modeling of Big Data Analytics Application Requirements","display_name":"BiDaML in Practice: Collaborative Modeling of Big Data Analytics Application Requirements","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3134271104","doi":"https://doi.org/10.1007/978-3-030-70006-5_5","mag":"3134271104"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70006-5_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70006-5_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/BiDaML_in_Practice_Collaborative_Modeling_of_Big_Data_Analytics_Application_Requirements/20671242","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, Clayton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, 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, Burwood, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University, Burwood, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"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, Clayton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, 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, Burwood, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University, Burwood, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016535521","display_name":"John G. Grundy","orcid":"https://orcid.org/0000-0002-2553-3976"},"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, Clayton, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499987","display_name":"Qiang He","orcid":"https://orcid.org/0000-0002-2607-4556"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qiang He","raw_affiliation_strings":["Swinburne University, Hawthorn, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swinburne University, Hawthorn, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007451754","display_name":"P. Ratnakanthan","orcid":"https://orcid.org/0000-0002-5882-1915"},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prasanna Ratnakanthan","raw_affiliation_strings":["Alfred Health, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfred Health, Melbourne, Australia","institution_ids":["https://openalex.org/I4210163178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046495530","display_name":"Adil Zia","orcid":"https://orcid.org/0000-0003-3213-6220"},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adil Zia","raw_affiliation_strings":["Alfred Health, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfred Health, Melbourne, Australia","institution_ids":["https://openalex.org/I4210163178"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024526307","display_name":"Meng Law","orcid":"https://orcid.org/0000-0001-8414-1991"},"institutions":[{"id":"https://openalex.org/I4210163178","display_name":"Alfred Health","ror":"https://ror.org/04scfb908","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210163178"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Meng Law","raw_affiliation_strings":["Alfred Health, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfred Health, Melbourne, Australia","institution_ids":["https://openalex.org/I4210163178"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4225,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92931581,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9945999979972839,"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/big-data","display_name":"Big data","score":0.7586384415626526},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7433887720108032},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.6604825258255005},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6457351446151733},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5865876078605652},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.553995668888092},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.5331791043281555},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4563981890678406},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4157911539077759},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.406765341758728},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3753330111503601},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.21381303668022156},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1991572380065918}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7586384415626526},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7433887720108032},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.6604825258255005},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6457351446151733},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5865876078605652},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.553995668888092},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.5331791043281555},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4563981890678406},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4157911539077759},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.406765341758728},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3753330111503601},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.21381303668022156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1991572380065918},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-70006-5_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70006-5_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30150039","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/20671242","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/BiDaML_in_Practice_Collaborative_Modeling_of_Big_Data_Analytics_Application_Requirements/20671242","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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20671242","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/BiDaML_in_Practice_Collaborative_Modeling_of_Big_Data_Analytics_Application_Requirements/20671242","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":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1564536329","https://openalex.org/W1863462177","https://openalex.org/W1963927741","https://openalex.org/W1983833794","https://openalex.org/W1992465941","https://openalex.org/W2013434113","https://openalex.org/W2044329731","https://openalex.org/W2110143060","https://openalex.org/W2120469746","https://openalex.org/W2126623642","https://openalex.org/W2137077888","https://openalex.org/W2145154883","https://openalex.org/W2189162242","https://openalex.org/W2292443665","https://openalex.org/W2406493898","https://openalex.org/W2481236656","https://openalex.org/W2625856746","https://openalex.org/W2757656223","https://openalex.org/W2891534466","https://openalex.org/W2970847700","https://openalex.org/W3015539140","https://openalex.org/W3027249798","https://openalex.org/W3028640536","https://openalex.org/W3029504795","https://openalex.org/W3042731736","https://openalex.org/W3094701927"],"related_works":["https://openalex.org/W2509056639","https://openalex.org/W2777139086","https://openalex.org/W2912034632","https://openalex.org/W3130756120","https://openalex.org/W2508885301","https://openalex.org/W2551093110","https://openalex.org/W2051833471","https://openalex.org/W3123108850","https://openalex.org/W3121830558","https://openalex.org/W2967707828"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
