{"id":"https://openalex.org/W4280623901","doi":"https://doi.org/10.1109/syscon53536.2022.9773854","title":"Integrating System Dynamics with Data Science via Graphical User Interface","display_name":"Integrating System Dynamics with Data Science via Graphical User Interface","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4280623901","doi":"https://doi.org/10.1109/syscon53536.2022.9773854"},"language":"en","primary_location":{"id":"doi:10.1109/syscon53536.2022.9773854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon53536.2022.9773854","pdf_url":null,"source":{"id":"https://openalex.org/S4363608590","display_name":"2022 IEEE International Systems Conference (SysCon)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Systems Conference (SysCon)","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/A5006003844","display_name":"Ange-Lionel Toba","orcid":"https://orcid.org/0000-0002-4858-5269"},"institutions":[{"id":"https://openalex.org/I2800102766","display_name":"Idaho National Laboratory","ror":"https://ror.org/00ty2a548","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I2800102766","https://openalex.org/I2801818860"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ange-Lionel Toba","raw_affiliation_strings":["Idaho National Laboratory,Systems Analysis & Integration Department,Idaho Falls,ID,USA"],"affiliations":[{"raw_affiliation_string":"Idaho National Laboratory,Systems Analysis & Integration Department,Idaho Falls,ID,USA","institution_ids":["https://openalex.org/I2800102766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108002086","display_name":"Ruby T. Nguyen","orcid":"https://orcid.org/0000-0002-5791-5004"},"institutions":[{"id":"https://openalex.org/I2800102766","display_name":"Idaho National Laboratory","ror":"https://ror.org/00ty2a548","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I2800102766","https://openalex.org/I2801818860"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruby T. Nguyen","raw_affiliation_strings":["Idaho National Laboratory,Systems Analysis & Integration Department,Idaho Falls,ID,USA"],"affiliations":[{"raw_affiliation_string":"Idaho National Laboratory,Systems Analysis & Integration Department,Idaho Falls,ID,USA","institution_ids":["https://openalex.org/I2800102766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006003844"],"corresponding_institution_ids":["https://openalex.org/I2800102766"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03258996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9847000241279602,"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"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9847000241279602,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9758999943733215,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9490000009536743,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8378661274909973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7975739240646362},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.5609012842178345},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5306555032730103},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4586295187473297},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.45217186212539673},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4371257722377777},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.43431320786476135},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4189787209033966},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41850727796554565},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20142269134521484},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07436531782150269}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8378661274909973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7975739240646362},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.5609012842178345},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5306555032730103},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4586295187473297},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.45217186212539673},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4371257722377777},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.43431320786476135},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4189787209033966},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41850727796554565},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20142269134521484},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07436531782150269},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/syscon53536.2022.9773854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon53536.2022.9773854","pdf_url":null,"source":{"id":"https://openalex.org/S4363608590","display_name":"2022 IEEE International Systems Conference (SysCon)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3034716491","https://openalex.org/W4240625990","https://openalex.org/W2022968056","https://openalex.org/W3180179400","https://openalex.org/W2118366689","https://openalex.org/W2154998455","https://openalex.org/W2116888309","https://openalex.org/W1649706580","https://openalex.org/W2477652530","https://openalex.org/W2039055059"],"abstract_inverted_index":{"This":[0,66],"paper":[1],"builds":[2],"on":[3,33],"the":[4,36,47],"PySD":[5,37],"project,":[6],"which":[7,44,76],"seeks":[8],"to":[9,52,61,70],"bring":[10],"together":[11],"System":[12],"Dynamics":[13,84],"and":[14,57],"Data":[15,59,77],"Science":[16,60,78],"by":[17],"migrating":[18],"models":[19],"into":[20],"a":[21,40,73],"programming":[22],"environment":[23],"in":[24,82],"Python.":[25],"The":[26],"authors":[27],"develop":[28],"an":[29],"interactive":[30],"tool,":[31],"built":[32],"top":[34],"of":[35,49],"module":[38],"as":[39,72],"step":[41],"toward":[42],"accessibility,":[43],"helps":[45],"further":[46],"ability":[48],"(1)":[50],"simulation":[51],"be":[53,80],"intuitive":[54],"for":[55],"non-experts":[56],"(2)":[58],"facilitate":[62],"model":[63],"structure":[64],"understanding.":[65],"tool":[67],"is":[68],"meant":[69],"serve":[71],"conduit":[74],"through":[75],"can":[79],"leveraged":[81],"Systems":[83],"modeling":[85],"efforts.":[86]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}