{"id":"https://openalex.org/W4396667477","doi":"https://doi.org/10.3390/fi16050160","title":"Optimizing Requirements Prioritization for IoT Applications Using Extended Analytical Hierarchical Process and an Advanced Grouping Framework","display_name":"Optimizing Requirements Prioritization for IoT Applications Using Extended Analytical Hierarchical Process and an Advanced Grouping Framework","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4396667477","doi":"https://doi.org/10.3390/fi16050160"},"language":"en","primary_location":{"id":"doi:10.3390/fi16050160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16050160","pdf_url":"https://www.mdpi.com/1999-5903/16/5/160/pdf?version=1714983934","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/16/5/160/pdf?version=1714983934","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027515529","display_name":"Sarah Kaleem","orcid":"https://orcid.org/0000-0001-7416-9675"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]},{"id":"https://openalex.org/I188771183","display_name":"Iqra University","ror":"https://ror.org/00thhhw55","country_code":"PK","type":"education","lineage":["https://openalex.org/I188771183"]}],"countries":["PK","SA"],"is_corresponding":false,"raw_author_name":"Sarah Kaleem","raw_affiliation_strings":["Department of Computing and Technology, Iqra University, Islamabad 44000, Pakistan","EIAS Data Science Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-7416-9675","affiliations":[{"raw_affiliation_string":"Department of Computing and Technology, Iqra University, Islamabad 44000, Pakistan","institution_ids":["https://openalex.org/I188771183"]},{"raw_affiliation_string":"EIAS Data Science Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031989062","display_name":"Muhammad Asim","orcid":"https://orcid.org/0000-0002-6423-9809"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]},{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["CN","SA"],"is_corresponding":true,"raw_author_name":"Muhammad Asim","raw_affiliation_strings":["EIAS Data Science Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia","School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China"],"raw_orcid":"https://orcid.org/0000-0002-6423-9809","affiliations":[{"raw_affiliation_string":"EIAS Data Science Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]},{"raw_affiliation_string":"School of Computer Science and Technology, Guangdong University of Technology, Guangzhou 510006, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038150152","display_name":"Mohammed ElAffendi","orcid":"https://orcid.org/0000-0001-9349-1985"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed El-Affendi","raw_affiliation_strings":["EIAS Data Science Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-9349-1985","affiliations":[{"raw_affiliation_string":"EIAS Data Science Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058693284","display_name":"Muhammad Ali Babar","orcid":"https://orcid.org/0000-0001-6653-6076"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Muhammad Babar","raw_affiliation_strings":["Robotics and Internet of Things Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6653-6076","affiliations":[{"raw_affiliation_string":"Robotics and Internet of Things Lab, Prince Sultan University, Riyadh 11586, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031989062","https://openalex.org/A5058693284"],"corresponding_institution_ids":["https://openalex.org/I139024713","https://openalex.org/I142024983"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":2.0008,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89281485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"16","issue":"5","first_page":"160","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9990000128746033,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9990000128746033,"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/T10260","display_name":"Software Engineering Research","score":0.9970999956130981,"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":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9270920157432556},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.7164121866226196},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6735390424728394},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3272489011287689},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.23846447467803955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9270920157432556},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.7164121866226196},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6735390424728394},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3272489011287689},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.23846447467803955},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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":3,"locations":[{"id":"doi:10.3390/fi16050160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16050160","pdf_url":"https://www.mdpi.com/1999-5903/16/5/160/pdf?version=1714983934","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:5:p:160-:d:1388921","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/5/160/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:7a3edbc1c4954ef388e012418677582d","is_oa":false,"landing_page_url":"https://doaj.org/article/7a3edbc1c4954ef388e012418677582d","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 16, Iss 5, p 160 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi16050160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16050160","pdf_url":"https://www.mdpi.com/1999-5903/16/5/160/pdf?version=1714983934","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"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":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396667477.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1964577889","https://openalex.org/W2010139046","https://openalex.org/W2039175972","https://openalex.org/W2045040042","https://openalex.org/W2059669809","https://openalex.org/W2102949421","https://openalex.org/W2167417301","https://openalex.org/W2787609532","https://openalex.org/W2789385615","https://openalex.org/W2794516483","https://openalex.org/W2909063384","https://openalex.org/W2912613209","https://openalex.org/W2945310358","https://openalex.org/W3172906932","https://openalex.org/W3173243772","https://openalex.org/W4230212568","https://openalex.org/W4378800348","https://openalex.org/W4388635672","https://openalex.org/W4389747832","https://openalex.org/W4391114248","https://openalex.org/W4392108983","https://openalex.org/W4393171665","https://openalex.org/W6750168304","https://openalex.org/W6758746429","https://openalex.org/W6796917506","https://openalex.org/W6853192679","https://openalex.org/W6861938460"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2506292322","https://openalex.org/W4283209547","https://openalex.org/W4367627632","https://openalex.org/W2184980933","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Effective":[0],"requirement":[1,169],"collection":[2],"and":[3,30,47,98,115,145,178],"prioritization":[4,37,170],"are":[5],"paramount":[6],"within":[7],"the":[8,13,49,56,59,91,112,116,124,137,146],"inherently":[9],"distributed":[10],"nature":[11],"of":[12,15,44,51,58,103,108],"Internet":[14],"Things":[16],"(IoT)":[17],"application.":[18],"Current":[19],"methods":[20,97],"typically":[21],"categorize":[22],"IoT":[23,172],"application":[24],"requirements":[25,43,52],"subjectively":[26],"into":[27],"inessential,":[28],"desirable,":[29],"mandatory":[31],"groups.":[32],"This":[33,54,67,87,154],"often":[34],"leads":[35],"to":[36,64,83,166],"challenges,":[38],"especially":[39],"when":[40,48],"dealing":[41],"with":[42,78],"equal":[45],"importance":[46],"number":[50],"grows.":[53],"increases":[55],"complexity":[57],"Analytical":[60],"Hierarchical":[61],"Process":[62],"(AHP)":[63],"O(n2)":[65],"dimensions.":[66],"research":[68],"introduces":[69],"a":[70,133,159],"novel":[71],"framework":[72,106,155],"that":[73],"integrates":[74],"an":[75,79],"enhanced":[76],"AHP":[77,147],"advanced":[80],"grouping":[81,96,135],"model":[82],"address":[84],"these":[85],"issues.":[86],"integrated":[88],"approach":[89],"mitigates":[90],"subjectivity":[92],"found":[93],"in":[94,171],"traditional":[95],"efficiently":[99],"manages":[100],"larger":[101],"sets":[102],"requirements.":[104],"The":[105,119],"consists":[107],"two":[109],"main":[110],"modules:":[111],"Pre-processing":[113],"Module":[114],"Prioritization":[117],"Module.":[118],"latter":[120],"includes":[121],"three":[122],"units:":[123],"Grouping":[125],"Processing":[126,139,148],"Unit":[127,140,149],"(GPU)":[128],"for":[129,142,151],"initial":[130],"classification":[131],"using":[132],"new":[134],"approach,":[136],"Review":[138],"(RPU)":[141],"post-grouping":[143],"assessment,":[144],"(APU)":[150],"final":[152],"prioritization.":[153],"is":[156],"evaluated":[157],"through":[158],"detailed":[160],"case":[161],"study,":[162],"demonstrating":[163],"its":[164],"ability":[165],"effectively":[167],"streamline":[168],"applications,":[173],"thereby":[174],"enhancing":[175],"design":[176],"quality":[177],"operational":[179],"efficiency.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
