{"id":"https://openalex.org/W4387717553","doi":"https://doi.org/10.1109/access.2023.3325338","title":"Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product","display_name":"Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387717553","doi":"https://doi.org/10.1109/access.2023.3325338"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3325338","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3325338","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2023.3325338","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066945945","display_name":"Gregor Molan","orcid":"https://orcid.org/0000-0002-4412-2371"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Gregor Molan","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-4412-2371","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084009477","display_name":"\u0413\u0440\u0435\u0433\u043e\u0440 \u0414\u043e\u043b\u0438\u043d\u0430\u0440","orcid":"https://orcid.org/0000-0001-9083-5578"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Gregor Dolinar","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0001-9083-5578","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102900238","display_name":"J. Bojkovski","orcid":"https://orcid.org/0000-0001-6406-6998"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jovan Bojkovski","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0001-6406-6998","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Ljubljana, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050009901","display_name":"Radu Prodan","orcid":"https://orcid.org/0000-0002-8247-5426"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Radu Prodan","raw_affiliation_strings":["Department of Information Technology, University of Klagenfurt, Klagenfurt, Austria"],"raw_orcid":"https://orcid.org/0000-0002-8247-5426","affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060838349","display_name":"Andrea Borghesi","orcid":"https://orcid.org/0000-0002-2298-2944"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Borghesi","raw_affiliation_strings":["Department of Information Engineering and Computer Science (DISI), University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2298-2944","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science (DISI), University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063360875","display_name":"Martin Molan","orcid":"https://orcid.org/0000-0002-6805-2232"},"institutions":[{"id":"https://openalex.org/I4210098188","display_name":"Laboratori Guglielmo Marconi (Italy)","ror":"https://ror.org/01r3vad87","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210098188"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martin Molan","raw_affiliation_strings":["Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi” (DEI), University of Bologna, Bologna, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6805-2232","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic, and Information Engineering “Guglielmo Marconi” (DEI), University of Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210098188","https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066945945"],"corresponding_institution_ids":["https://openalex.org/I153976015"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2343618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"115599","last_page":"115616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.9369999766349792,"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/T13482","display_name":"Engineering Education and Technology","score":0.9369999766349792,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9247999787330627,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12734","display_name":"Information Systems and Technology Applications","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.642308235168457},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5818802118301392},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5302193760871887},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49511972069740295},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.46859756112098694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16817346215248108},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1444680094718933},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1315123736858368},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10241472721099854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09683790802955627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.642308235168457},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5818802118301392},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5302193760871887},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49511972069740295},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.46859756112098694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16817346215248108},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1444680094718933},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1315123736858368},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10241472721099854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09683790802955627},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3325338","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3325338","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/952307","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/952307","pdf_url":"https://cris.unibo.it/bitstream/11585/952307/1/IEEE_Access_MOQE.pdf","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6c42fa7d2c5f4cf19387b17214c2dcb7","is_oa":true,"landing_page_url":"https://doaj.org/article/6c42fa7d2c5f4cf19387b17214c2dcb7","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":"IEEE Access, Vol 11, Pp 115599-115616 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3325338","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3325338","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6424030121","display_name":null,"funder_award_id":"AAL2017-63-vINCI","funder_id":"https://openalex.org/F4320338386","funder_display_name":"Active and Assisted Living programme"},{"id":"https://openalex.org/G8737878591","display_name":"Patient Centered Connected Health Model of Care for Huntingtons Disease","funder_award_id":"777991","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"}],"funders":[{"id":"https://openalex.org/F4320313559","display_name":"CERN","ror":"https://ror.org/01ggx4157"},{"id":"https://openalex.org/F4320323553","display_name":"Universit\u00e0 di Bologna","ror":"https://ror.org/01111rn36"},{"id":"https://openalex.org/F4320324592","display_name":"Univerza v Ljubljani","ror":"https://ror.org/05njb9z20"},{"id":"https://openalex.org/F4320327491","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null},{"id":"https://openalex.org/F4320338386","display_name":"Active and Assisted Living programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W44650491","https://openalex.org/W1529465401","https://openalex.org/W1916324200","https://openalex.org/W1964962870","https://openalex.org/W1994585991","https://openalex.org/W2012138753","https://openalex.org/W2014892186","https://openalex.org/W2016677398","https://openalex.org/W2028681620","https://openalex.org/W2036087464","https://openalex.org/W2053524469","https://openalex.org/W2084704136","https://openalex.org/W2106676191","https://openalex.org/W2109753940","https://openalex.org/W2125674490","https://openalex.org/W2126801635","https://openalex.org/W2131399871","https://openalex.org/W2170593254","https://openalex.org/W2179942646","https://openalex.org/W2335910858","https://openalex.org/W2501700043","https://openalex.org/W2539177311","https://openalex.org/W2569730421","https://openalex.org/W2799338971","https://openalex.org/W2799340430","https://openalex.org/W2885040072","https://openalex.org/W2902541432","https://openalex.org/W2942947825","https://openalex.org/W3021106176","https://openalex.org/W3029725182","https://openalex.org/W3035863525","https://openalex.org/W3036933286","https://openalex.org/W3046827649","https://openalex.org/W3158732563","https://openalex.org/W4205345394","https://openalex.org/W4206301482","https://openalex.org/W4235836000","https://openalex.org/W4236441941","https://openalex.org/W4237266840","https://openalex.org/W4243425830","https://openalex.org/W4244662601","https://openalex.org/W4249980412","https://openalex.org/W4322766056","https://openalex.org/W4395100184","https://openalex.org/W6601791934","https://openalex.org/W6653272571","https://openalex.org/W6781508745","https://openalex.org/W6850698341"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"The":[0,56,83,106,182],"gap":[1],"between":[2],"software":[3,10,24,31,54,61,80,84,191,250],"development":[4,20,32,193,248],"requirements":[5,70],"and":[6,21,40,71,129,150,167,188,218,247],"available":[7],"resources":[8],"of":[9,23,42,52,59,68,91,102,108,175,190,198,203,206,215,220,235,249],"developers":[11],"continues":[12],"to":[13,93,124,140,153],"widen.":[14],"This":[15,26,120,238],"requires":[16],"changes":[17],"in":[18,163],"the":[19,37,49,53,88,98,103,116,135,141,147,154,164,176,204,216,228,233,236,244],"organization":[22,189,246],"development.":[25],"study":[27],"introduced":[28],"a":[29,60,66,75,79,210,241],"quantitative":[30,196],"management":[33,187],"methodology":[34],"that":[35],"estimates":[36],"relative":[38,89],"importance":[39,90],"risk":[41,107],"functionality":[43,111],"retention":[44,221],"or":[45,222],"abundance,":[46],"which":[47,231],"determines":[48],"final":[50,57,118],"value":[51,58,104,139,156,179],"product.":[55],"product":[62,81,85,192],"is":[63,224,232,240],"interpreted":[64],"as":[65,74,169],"function":[67],"its":[69],"functionalities,":[72],"represented":[73],"computational":[76],"graph":[77,86],"(called":[78],"graph).":[82],"allows":[87],"functionalities":[92,133,199],"be":[94],"estimated":[95,113],"by":[96,114],"calculating":[97],"corresponding":[99],"partial":[100],"derivatives":[101],"function.":[105],"not":[109,161],"implementing":[110],"was":[112,122,160,180],"reducing":[115],"product\u2019s":[117],"value.":[119],"model":[121,184,239],"applied":[123],"two":[125],"EU":[126],"projects,":[127],"CareHD":[128,165,177],"vINCI.":[130],"In":[131],"vINCI,":[132],"with":[134,194],"most":[136],"significant":[137,211],"added":[138],"application":[142],"are":[143,157],"developed":[144],"based":[145,226],"on":[146,227],"implemented":[148,162],"model,":[149],"those":[151],"related":[152],"least":[155],"abandoned.":[158],"Optimization":[159],"project,":[166],"proceeded":[168],"initially":[170],"designed.":[171],"Consequently,":[172],"only":[173],"71%":[174],"potential":[178],"achieved.":[181],"proposed":[183,229],"enables":[185],"rational":[186,245],"real-time":[195],"evaluation":[197,214],"impacts":[200,217],"and,":[201],"assessment":[202],"risks":[205,219],"omitting":[207],"them":[208],"without":[209],"impact.":[212],"Quantitative":[213],"abundance":[223],"possible":[225],"algorithm,":[230],"core":[234],"model.":[237],"tool":[242],"for":[243],"products.":[251]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}