{"id":"https://openalex.org/W4312264882","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927839","title":"Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions","display_name":"Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions","publication_year":2022,"publication_date":"2022-09-12","ids":{"openalex":"https://openalex.org/W4312264882","doi":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927839"},"language":"en","primary_location":{"id":"doi:10.1109/dasc/picom/cbdcom/cy55231.2022.9927839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927839","pdf_url":null,"source":{"id":"https://openalex.org/S4363605495","display_name":"2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","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 Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","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/A5076032146","display_name":"Roberto Casadei","orcid":"https://orcid.org/0000-0001-9149-949X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Roberto Casadei","raw_affiliation_strings":["Università di Bologna,Alma Mater Studiorum,Cesena,Italy"],"affiliations":[{"raw_affiliation_string":"Università di Bologna,Alma Mater Studiorum,Cesena,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059198182","display_name":"Danilo Pianini","orcid":"https://orcid.org/0000-0002-8392-5409"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Danilo Pianini","raw_affiliation_strings":["Università di Bologna,Alma Mater Studiorum,Cesena,Italy"],"affiliations":[{"raw_affiliation_string":"Università di Bologna,Alma Mater Studiorum,Cesena,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032829453","display_name":"Gianluca Aguzzi","orcid":"https://orcid.org/0000-0002-1553-4561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gianluca Aguzzi","raw_affiliation_strings":["Università di Bologna,Alma Mater Studiorum,Cesena,Italy"],"affiliations":[{"raw_affiliation_string":"Università di Bologna,Alma Mater Studiorum,Cesena,Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085966380","display_name":"Giorgio Audrito","orcid":"https://orcid.org/0000-0002-2319-0375"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Audrito","raw_affiliation_strings":["University of Turin,Turin,Italy","University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"University of Turin,Turin,Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067843040","display_name":"Gianluca Torta","orcid":"https://orcid.org/0000-0002-4276-7213"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Torta","raw_affiliation_strings":["University of Turin,Turin,Italy","University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"University of Turin,Turin,Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040048699","display_name":"Marco Ottina","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Ottina","raw_affiliation_strings":["University of Turin,Turin,Italy","University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"University of Turin,Turin,Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065182304","display_name":"Ferruccio Damiani","orcid":"https://orcid.org/0000-0001-8109-1706"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ferruccio Damiani","raw_affiliation_strings":["University of Turin,Turin,Italy","University of Turin, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"University of Turin,Turin,Italy","institution_ids":["https://openalex.org/I55143463"]},{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014225579","display_name":"Mirko Viroli","orcid":"https://orcid.org/0000-0003-2702-5702"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mirko Viroli","raw_affiliation_strings":["Università di Bologna,Alma Mater Studiorum,Cesena,Italy"],"affiliations":[{"raw_affiliation_string":"Università di Bologna,Alma Mater Studiorum,Cesena,Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5076032146"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5406,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62102218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9916999936103821,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9800999760627747,"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/computer-science","display_name":"Computer science","score":0.6690601706504822},{"id":"https://openalex.org/keywords/rotation-formalisms-in-three-dimensions","display_name":"Rotation formalisms in three dimensions","score":0.6649940013885498},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5457131862640381},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.531269907951355},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5132448673248291},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.45336395502090454},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.4339095652103424},{"id":"https://openalex.org/keywords/aggregate-behavior","display_name":"Aggregate behavior","score":0.42337024211883545},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.42238155007362366},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.41470786929130554},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3736615478992462},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32394105195999146},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3221089839935303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.222914457321167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2078183889389038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6690601706504822},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.6649940013885498},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5457131862640381},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.531269907951355},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5132448673248291},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.45336395502090454},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4339095652103424},{"id":"https://openalex.org/C89967458","wikidata":"https://www.wikidata.org/wiki/Q4692248","display_name":"Aggregate behavior","level":4,"score":0.42337024211883545},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42238155007362366},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.41470786929130554},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3736615478992462},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32394105195999146},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3221089839935303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.222914457321167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2078183889389038},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C126285488","wikidata":"https://www.wikidata.org/wiki/Q178476","display_name":"Monetary policy","level":2,"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/C203379541","wikidata":"https://www.wikidata.org/wiki/Q1801078","display_name":"Aggregate demand","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dasc/picom/cbdcom/cy55231.2022.9927839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dasc/picom/cbdcom/cy55231.2022.9927839","pdf_url":null,"source":{"id":"https://openalex.org/S4363605495","display_name":"2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","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 Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/916959","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/916959","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W255561088","https://openalex.org/W310511451","https://openalex.org/W1500859230","https://openalex.org/W1503017385","https://openalex.org/W1564534945","https://openalex.org/W1801319046","https://openalex.org/W1879224863","https://openalex.org/W1990911977","https://openalex.org/W2000030706","https://openalex.org/W2014854295","https://openalex.org/W2080525674","https://openalex.org/W2124241059","https://openalex.org/W2126554879","https://openalex.org/W2141967326","https://openalex.org/W2142486130","https://openalex.org/W2144750126","https://openalex.org/W2161820896","https://openalex.org/W2170389705","https://openalex.org/W2248844418","https://openalex.org/W2276356546","https://openalex.org/W2358431938","https://openalex.org/W2549442913","https://openalex.org/W2573834517","https://openalex.org/W2596367496","https://openalex.org/W2760942406","https://openalex.org/W2885579625","https://openalex.org/W2906687478","https://openalex.org/W2906928599","https://openalex.org/W2962760239","https://openalex.org/W2968840066","https://openalex.org/W2972522875","https://openalex.org/W2980247655","https://openalex.org/W3007903727","https://openalex.org/W3008814346","https://openalex.org/W3009834330","https://openalex.org/W3025538069","https://openalex.org/W3043898699","https://openalex.org/W3096005431","https://openalex.org/W3098900460","https://openalex.org/W3103135538","https://openalex.org/W3144372924","https://openalex.org/W3213314615","https://openalex.org/W4206940268","https://openalex.org/W4234222550","https://openalex.org/W4254489345","https://openalex.org/W4254970788","https://openalex.org/W4285121128","https://openalex.org/W4285182193","https://openalex.org/W4285727175","https://openalex.org/W4315647014","https://openalex.org/W6633055009","https://openalex.org/W6678853351","https://openalex.org/W6810920099"],"related_works":["https://openalex.org/W57206970","https://openalex.org/W4235091896","https://openalex.org/W2185981755","https://openalex.org/W2023896637","https://openalex.org/W2498253392","https://openalex.org/W2996527951","https://openalex.org/W2121924470","https://openalex.org/W3196191855","https://openalex.org/W4244481131","https://openalex.org/W1532035848"],"abstract_inverted_index":{"The":[0],"opportunities":[1],"and":[2,6,17,56,62,78,114,124,128],"challenges":[3],"of":[4,25,48,88,93,108,119],"recent":[5,125],"forthcoming":[7],"distributed":[8],"computing":[9,42,95],"scenarios":[10],"have":[11],"been":[12,73],"promoting":[13],"research":[14,101],"on":[15],"languages":[16],"paradigms":[18],"aimed":[19],"at":[20],"modelling":[21],"the":[22,40,46,86,90,109,117],"macro/collective":[23],"behaviour":[24],"systems":[26,50],"as":[27,29],"well":[28],"mechanisms":[30],"to":[31],"endow":[32],"them":[33],"with":[34],"self-*":[35],"capabilities.":[36],"One":[37],"example":[38],"is":[39],"aggregate":[41,94],"paradigm,":[43],"which":[44],"supports":[45],"development":[47,91],"self-organising":[49,115],"(e.g.,":[51],"robot":[52],"swarms,":[53],"computational":[54],"ecosystems,":[55],"crowd-based":[57],"services)":[58],"through":[59],"various":[60],"formalisms":[61],"tools":[63],"developed":[64],"over":[65],"a":[66,76],"decade.":[67],"However,":[68],"very":[69],"limited":[70],"work":[71],"has":[72],"done":[74],"by":[75],"methodological":[77],"automation":[79],"perspective.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84,98],"explore":[85],"issue":[87],"organising":[89],"process":[92],"systems.":[96],"Accordingly,":[97],"outline":[99],"novel":[100],"directions":[102],"that":[103],"arise":[104],"from":[105],"careful":[106],"analysis":[107],"peculiar":[110],"issues":[111],"in":[112],"collective":[113],"systems,":[116],"cornerstones":[118],"effective":[120],"software":[121],"engineering":[122],"practices,":[123],"scientific":[126],"trends":[127],"insights.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}