{"id":"https://openalex.org/W4387030151","doi":"https://doi.org/10.1109/e-science58273.2023.10254870","title":"From Workflows to Teamflows in eScience: Integrating Collaborative Science, AI, and Computing for Impact at Scale","display_name":"From Workflows to Teamflows in eScience: Integrating Collaborative Science, AI, and Computing for Impact at Scale","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4387030151","doi":"https://doi.org/10.1109/e-science58273.2023.10254870"},"language":"en","primary_location":{"id":"doi:10.1109/e-science58273.2023.10254870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/e-science58273.2023.10254870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on e-Science (e-Science)","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/A5028701796","display_name":"\u0130lkay Alt\u0131nta\u015f","orcid":"https://orcid.org/0000-0002-2196-0305"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ilkay Altintas","raw_affiliation_strings":["San Diego Supercomputer Center and Halicioglu Data Science Institute, University of California San Diego,La Jolla,CA,USA","San Diego Supercomputer Center and Halicioglu Data Science Institute, University of California San Diego, La Jolla, CA, USA"],"affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center and Halicioglu Data Science Institute, University of California San Diego,La Jolla,CA,USA","institution_ids":["https://openalex.org/I181653535"]},{"raw_affiliation_string":"San Diego Supercomputer Center and Halicioglu Data Science Institute, University of California San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5028701796"],"corresponding_institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":1.0674,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86860501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T11937","display_name":"Research Data Management Practices","score":0.9975000023841858,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9767000079154968,"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/workflow","display_name":"Workflow","score":0.7886090874671936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6920953392982483},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5989565253257751},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5414223074913025},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.48667842149734497},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10311451554298401}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7886090874671936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6920953392982483},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5989565253257751},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5414223074913025},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.48667842149734497},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10311451554298401},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/e-science58273.2023.10254870","is_oa":false,"landing_page_url":"https://doi.org/10.1109/e-science58273.2023.10254870","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2962912145","https://openalex.org/W3011495430"],"related_works":["https://openalex.org/W2033236835","https://openalex.org/W2137470515","https://openalex.org/W2091936039","https://openalex.org/W4250569211","https://openalex.org/W2287633205","https://openalex.org/W2156145604","https://openalex.org/W1487214958","https://openalex.org/W2167756108","https://openalex.org/W46160656","https://openalex.org/W1480875294"],"abstract_inverted_index":{"eScience":[0,43,75,134],"is":[1,38],"now":[2],"an":[3],"example":[4],"field":[5],"for":[6,42,50,98,148,153],"conducting":[7],"science":[8,52,116,142,157],"using":[9],"advanced":[10],"computational":[11],"methodologies,":[12],"middle-ware":[13],"and":[14,25,34,46,53,59,72,86,102,106,109,151,158,166,170],"workflows.":[15],"With":[16],"the":[17,26,65,70,113,130,136],"ever-increasing":[18],"data":[19,105,150],"intensity":[20],"in":[21,69,115,141,179],"various":[22],"scientific":[23,119],"disciplines":[24],"opportunities":[27],"provided":[28],"by":[29],"novel":[30],"artificial":[31],"intelligence":[32],"(AI)":[33],"computing":[35,60],"techniques,":[36],"there":[37],"a":[39,92,163,175],"pressing":[40],"need":[41],"to":[44,82,89,95,135,161],"adapt":[45],"develop":[47],"holistic":[48],"approaches":[49],"AI-integrated":[51],"interdisciplinary":[54],"collaboration":[55,101],"between":[56],"science,":[57],"AI":[58,114,140],"experts.":[61],"This":[62],"paper":[63],"discusses":[64,172],"transformative":[66],"shift":[67],"needed":[68],"conduct":[71],"tools":[73],"of":[74,118,123,133,138,177],"from":[76],"traditional":[77],"workflows,":[78,155],"often":[79],"linear,":[80],"pre-defined":[81],"coordinate":[83],"task":[84],"execution":[85],"individually":[87],"developed,":[88],"integrated":[90],"\u201cteamflows\u201d,":[91],"term":[93],"coined":[94],"encapsulate":[96],"methods":[97],"effective":[99],"team":[100,156],"communication,":[103],"dynamic":[104],"service":[107],"integration,":[108],"use-inspired":[110],"thinking.":[111],"In":[112],"era":[117],"investigation,":[120],"this":[121],"\u201cfuture":[122],"eScience\u201d":[124],"special":[125],"track":[126],"paper:":[127],"1)":[128],"emphasizes":[129],"vital":[131],"importance":[132],"success":[137,178],"collaborative":[139],"teams;":[143],"2)":[144],"recites":[145],"some":[146],"requirements":[147],"open":[149],"services":[152],"AI-enhanced":[154],"incentive":[159],"structures":[160],"create":[162],"more":[164],"inclusive":[165],"efficient":[167],"discovery":[168],"environment;":[169],"3)":[171],"impact":[173],"as":[174],"measure":[176],"eScience.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
