{"id":"https://openalex.org/W1558833512","doi":"https://doi.org/10.3390/s150715640","title":"A Software Product Line Process to Develop Agents for the IoT","display_name":"A Software Product Line Process to Develop Agents for the IoT","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1558833512","doi":"https://doi.org/10.3390/s150715640","mag":"1558833512","pmid":"https://pubmed.ncbi.nlm.nih.gov/26140350"},"language":"en","primary_location":{"id":"doi:10.3390/s150715640","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s150715640","pdf_url":"https://www.mdpi.com/1424-8220/15/7/15640/pdf?version=1435905666","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/15/7/15640/pdf?version=1435905666","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033253057","display_name":"Inmaculada Ayala","orcid":"https://orcid.org/0000-0002-5119-3469"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Inmaculada Ayala","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain"],"raw_orcid":"https://orcid.org/0000-0002-5119-3469","affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000171675","display_name":"Mercedes Amor","orcid":"https://orcid.org/0000-0001-7190-0581"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mercedes Amor","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086434154","display_name":"Lidia Fuentes","orcid":"https://orcid.org/0000-0002-5677-7156"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lidia Fuentes","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013326200","display_name":"Jos\u00e9 M. Troya","orcid":"https://orcid.org/0000-0002-6967-288X"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Troya","raw_affiliation_strings":["Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Lenguajes y Ciencias de la Computaci\u00f3n, Andaluc\u00eda Tech, Universidad de M\u00e1laga, Campus de Teatinos s/n, 29071 M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033253057"],"corresponding_institution_ids":["https://openalex.org/I82767444"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":17.3093,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.98929759,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"15","issue":"7","first_page":"15640","last_page":"15660"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9995999932289124,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9995999932289124,"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9984999895095825,"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.6937894821166992},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6181985139846802},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5945869088172913},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5846260190010071},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5476906299591064},{"id":"https://openalex.org/keywords/software-agent","display_name":"Software agent","score":0.5018012523651123},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4937931001186371},{"id":"https://openalex.org/keywords/software-product-line","display_name":"Software product line","score":0.4826801121234894},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.45332473516464233},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3230302631855011},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.31552648544311523},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31171736121177673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09942492842674255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6937894821166992},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6181985139846802},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5945869088172913},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5846260190010071},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5476906299591064},{"id":"https://openalex.org/C5894958","wikidata":"https://www.wikidata.org/wiki/Q2297769","display_name":"Software agent","level":2,"score":0.5018012523651123},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4937931001186371},{"id":"https://openalex.org/C2778177629","wikidata":"https://www.wikidata.org/wiki/Q2111823","display_name":"Software product line","level":4,"score":0.4826801121234894},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.45332473516464233},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3230302631855011},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.31552648544311523},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31171736121177673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09942492842674255},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s150715640","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s150715640","pdf_url":"https://www.mdpi.com/1424-8220/15/7/15640/pdf?version=1435905666","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:26140350","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26140350","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:33422214469d4ff7911df6f4b74a6914","is_oa":true,"landing_page_url":"https://doaj.org/article/33422214469d4ff7911df6f4b74a6914","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 15, Iss 7, Pp 15640-15660 (2015)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3519622","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4541848","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/15/7/15640/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s150715640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s150715640","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s150715640","pdf_url":"https://www.mdpi.com/1424-8220/15/7/15640/pdf?version=1435905666","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1290100157","display_name":null,"funder_award_id":"P12-TIC1814","funder_id":"https://openalex.org/F4320326754","funder_display_name":"Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G5527585306","display_name":null,"funder_award_id":"TIN2012-34840","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326754","display_name":"Junta de Andaluc\u00eda","ror":"https://ror.org/01jem9c82"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1558833512.pdf","grobid_xml":"https://content.openalex.org/works/W1558833512.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W18530430","https://openalex.org/W38602323","https://openalex.org/W90928479","https://openalex.org/W110255815","https://openalex.org/W146458024","https://openalex.org/W198400421","https://openalex.org/W1494019345","https://openalex.org/W1501652040","https://openalex.org/W1512443820","https://openalex.org/W1518695183","https://openalex.org/W1649645444","https://openalex.org/W1725378965","https://openalex.org/W1727399027","https://openalex.org/W1828325776","https://openalex.org/W1852101222","https://openalex.org/W1926248589","https://openalex.org/W1981623599","https://openalex.org/W1984306555","https://openalex.org/W1998356535","https://openalex.org/W2001637713","https://openalex.org/W2033098557","https://openalex.org/W2056746635","https://openalex.org/W2058722922","https://openalex.org/W2060555016","https://openalex.org/W2062412471","https://openalex.org/W2068849277","https://openalex.org/W2086793008","https://openalex.org/W2088063890","https://openalex.org/W2091757283","https://openalex.org/W2103224217","https://openalex.org/W2105103777","https://openalex.org/W2110986222","https://openalex.org/W2111619626","https://openalex.org/W2111877087","https://openalex.org/W2119046642","https://openalex.org/W2123894500","https://openalex.org/W2137991883","https://openalex.org/W2155028447","https://openalex.org/W2155912669","https://openalex.org/W2161893445","https://openalex.org/W2161981491","https://openalex.org/W2163567045","https://openalex.org/W2169954581","https://openalex.org/W2477378326","https://openalex.org/W2598646247","https://openalex.org/W2789764638","https://openalex.org/W6676770334","https://openalex.org/W6683763817","https://openalex.org/W6683953506"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":{"One":[0],"of":[1,6,12,41,63,68,71,81,109],"the":[2,10,61,69,79,107,135],"most":[3],"important":[4],"challenges":[5],"this":[7,140],"decade":[8],"is":[9,75,104],"Internet":[11],"Things":[13],"(IoT),":[14],"which":[15],"aims":[16],"to":[17,20,53,95,105,122,129,152],"enable":[18],"things":[19],"be":[21],"connected":[22],"anytime,":[23],"anyplace,":[24],"with":[25],"anything":[26],"and":[27,33,43,59,100,114,128],"anyone,":[28],"ideally":[29],"using":[30,112,134],"any":[31,34],"path/network":[32],"service.":[35],"IoT":[36,92,110],"systems":[37,93],"are":[38,51,85],"usually":[39],"composed":[40],"heterogeneous":[42],"interconnected":[44],"lightweight":[45],"devices":[46],"that":[47,50],"support":[48],"applications":[49,111],"subject":[52],"change":[54],"in":[55,60,78,155],"their":[56,96],"external":[57],"environment":[58],"functioning":[62],"these":[64,72,82],"devices.":[65],"The":[66],"management":[67],"variability":[70],"changes,":[73],"autonomously,":[74],"a":[76,86],"challenge":[77],"development":[80,108],"systems.":[83],"Agents":[84],"good":[87],"option":[88],"for":[89,147],"developing":[90],"self-managed":[91],"due":[94],"distributed":[97],"nature,":[98],"context-awareness":[99],"self-adaptation.":[101],"Our":[102],"goal":[103],"enhance":[106],"agents":[113,127,153],"software":[115],"product":[116],"lines":[117],"(SPL).":[118],"Specifically,":[119],"we":[120,142],"propose":[121,143],"use":[123],"Self-StarMASMAS,":[124],"multi-agent":[125],"system)":[126],"define":[130],"an":[131,144],"SPL":[132,145],"process":[133,146],"Common":[136],"Variability":[137],"Language.":[138],"In":[139],"contribution,":[141],"Self-StarMAS,":[148],"paying":[149],"particular":[150],"attention":[151],"embedded":[154],"sensor":[156],"motes.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
