{"id":"https://openalex.org/W7155540984","doi":"https://doi.org/10.1016/j.infsof.2026.108156","title":"Architecting data-intensive applications: From architectural design to data quality","display_name":"Architecting data-intensive applications: From architectural design to data quality","publication_year":2026,"publication_date":"2026-04-24","ids":{"openalex":"https://openalex.org/W7155540984","doi":"https://doi.org/10.1016/j.infsof.2026.108156"},"language":"en","primary_location":{"id":"doi:10.1016/j.infsof.2026.108156","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.infsof.2026.108156","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and Software Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.infsof.2026.108156","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016027138","display_name":"Moamin Abughazala","orcid":"https://orcid.org/0000-0003-4946-6269"},"institutions":[{"id":"https://openalex.org/I17533244","display_name":"An-Najah National University","ror":"https://ror.org/0046mja08","country_code":"PS","type":"education","lineage":["https://openalex.org/I17533244"]},{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT","PS"],"is_corresponding":true,"raw_author_name":"Moamin Abughazala","raw_affiliation_strings":["Department of Computer Science Apprenticeship, An-Najah National University, Nablus, Palestine","Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4946-6269","affiliations":[{"raw_affiliation_string":"Department of Computer Science Apprenticeship, An-Najah National University, Nablus, Palestine","institution_ids":["https://openalex.org/I17533244"]},{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134564143","display_name":"Mohammad Sharaf","orcid":null},"institutions":[{"id":"https://openalex.org/I145380033","display_name":"Amman Arab University","ror":"https://ror.org/039xekb14","country_code":"JO","type":"education","lineage":["https://openalex.org/I145380033"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Sharaf","raw_affiliation_strings":["Ideal Innovation House, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ideal Innovation House, Amman, Jordan","institution_ids":["https://openalex.org/I145380033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030457541","display_name":"Henry Muccini","orcid":"https://orcid.org/0000-0001-6365-6515"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Henry Muccini","raw_affiliation_strings":["Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6365-6515","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Computer Science and Mathematics, University of L\u2019Aquila, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016027138"],"corresponding_institution_ids":["https://openalex.org/I17533244","https://openalex.org/I26415053"],"apc_list":{"value":3830,"currency":"USD","value_usd":3830},"apc_paid":{"value":3830,"currency":"USD","value_usd":3830},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38559605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"196","issue":null,"first_page":"108156","last_page":"108156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.16259999573230743,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.16259999573230743,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.0908999964594841,"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"}},{"id":"https://openalex.org/T12490","display_name":"Software Engineering and Design Patterns","score":0.03669999912381172,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/architectural-design","display_name":"Architectural design","score":0.4512999951839447},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.38760000467300415},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.3824999928474426},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.3594000041484833},{"id":"https://openalex.org/keywords/architectural-pattern","display_name":"Architectural pattern","score":0.3353999853134155},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.3052999973297119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49619999527931213},{"id":"https://openalex.org/C2984241579","wikidata":"https://www.wikidata.org/wiki/Q323611","display_name":"Architectural design","level":3,"score":0.4512999951839447},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.43220001459121704},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.38760000467300415},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.3824999928474426},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3594000041484833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33709999918937683},{"id":"https://openalex.org/C72280835","wikidata":"https://www.wikidata.org/wiki/Q635346","display_name":"Architectural pattern","level":5,"score":0.3353999853134155},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32359999418258667},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3091999888420105},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C138852830","wikidata":"https://www.wikidata.org/wiki/Q2292993","display_name":"Design methods","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.infsof.2026.108156","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.infsof.2026.108156","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and Software Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.infsof.2026.108156","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.infsof.2026.108156","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information and Software Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5902584791183472}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W935072310","https://openalex.org/W2109574129","https://openalex.org/W2396720400","https://openalex.org/W2481159763","https://openalex.org/W2613597870","https://openalex.org/W2738337880","https://openalex.org/W2792702912","https://openalex.org/W2905588001","https://openalex.org/W2938640987","https://openalex.org/W2970992672","https://openalex.org/W2974907062","https://openalex.org/W3085460284","https://openalex.org/W3102372369","https://openalex.org/W3110022514","https://openalex.org/W4382677674","https://openalex.org/W4386797617","https://openalex.org/W7154702766"],"related_works":[],"abstract_inverted_index":{"Data":[0],"has":[1,18],"become":[2,19],"the":[3,10,134,157,164,205,223],"lifeblood":[4],"of":[5,12,69,137,159],"modern":[6],"business.":[7],"However,":[8],"as":[9],"volume":[11],"data":[13,29,44,56,63,77,91,98,106,111,138,173,200,241],"grows":[14],"exponentially,":[15],"managing":[16],"it":[17,73],"an":[20,66],"increasingly":[21],"daunting":[22],"task.":[23],"The":[24,118,219],"challenge":[25],"is":[26,42],"compounded":[27],"by":[28,235],"coming":[30],"from":[31],"various":[32,211],"sources,":[33],"in":[34,89,172,207,249],"different":[35,39],"formats,":[36],"and":[37,54,87,96,155,167,170,179,190,217,231,246],"at":[38],"speeds.":[40],"This":[41],"where":[43],"architecture":[45,64,92,107,119,131,153],"provides":[46,65],"a":[47,104,144,184],"roadmap":[48],"for":[49,129,147],"describing,":[50],"collecting,":[51],"storing,":[52],"processing,":[53],"analyzing":[55],"to":[57,75,93,99,109,150,183,193],"meet":[58],"business":[59],"needs.":[60],"A":[61],"well-designed":[62],"abstract":[67],"view":[68],"data-intensive":[70,130,148,250],"applications,":[71],"making":[72],"easier":[74],"transform":[76],"into":[78],"valuable":[79],"information.":[80],"We":[81,202],"must":[82],"take":[83],"these":[84],"challenges":[85],"seriously":[86],"invest":[88],"robust":[90],"effectively":[94],"manage":[95],"use":[97],"our":[100],"advantage.":[101],"To":[102],"propose":[103],"comprehensive":[105,145],"framework":[108,120,225],"improve":[110],"quality":[112,116,139,158,174,242],"monitoring":[113,248],"through":[114],"automated":[115,135,240],"checks.":[117,140],"utilizes":[121],"Model":[122],"Driven":[123],"Engineering":[124],"(MDE)":[125],"techniques.":[126],"Its":[127,239],"support":[128],"descriptions":[132],"enables":[133],"generation":[136],"DAT":[141,206,224],"Framework":[142],"offers":[143],"solution":[146],"applications":[149],"model":[151],"their":[152,160,188],"efficiently":[154],"monitor":[156],"data.":[161],"It":[162],"automates":[163],"entire":[165],"process":[166],"improves":[168],"precision":[169],"consistency":[171],"monitoring.":[175],"With":[176],"DAT,":[177],"architects":[178],"analysts":[180],"gain":[181],"access":[182],"tool":[185],"that":[186,222],"simplifies":[187],"workflow":[189],"empowers":[191],"them":[192],"make":[194],"informed":[195],"decisions":[196],"based":[197],"on":[198],"reliable":[199,245],"insights.":[201],"have":[203],"evaluated":[204],"five":[208],"cases":[209],"within":[210],"industry":[212],"domains,":[213],"demonstrating":[214],"its":[215],"effectiveness":[216],"efficiency.":[218,238],"evaluation":[220],"demonstrates":[221],"achieves":[226],"around":[227],"96%":[228],"modeling":[229,233],"accuracy":[230],"reduces":[232],"time":[234],"63%,":[236],"enhancing":[237],"validation":[243],"ensures":[244],"consistent":[247],"applications.":[251]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-04-25T00:00:00"}