{"id":"https://openalex.org/W7202363544","doi":"https://doi.org/10.5281/zenodo.21923964","title":"Title Chapter 6 \u2013 AIIntegrated Dashboards and Global Bench-marking: Transforming ORICs for Institutional Excellence","display_name":"Title Chapter 6 \u2013 AIIntegrated Dashboards and Global Bench-marking: Transforming ORICs for Institutional Excellence","publication_year":2026,"publication_date":"2026-08-13","ids":{"openalex":"https://openalex.org/W7202363544","doi":"https://doi.org/10.5281/zenodo.21923964"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.21923964","doi":"https://doi.org/10.5281/zenodo.21923964","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21923964","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"BookChapter"},"volume":null,"type":"book-chapter","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.21923964","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136109139","display_name":"Ahmed Akhlas","orcid":"https://orcid.org/0009-0007-8130-8654","observed_orcids":["https://orcid.org/0009-0007-8130-8654"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Akhlas, Ahmed","raw_affiliation_strings":["Dynamic Research Institute - Pakistan / Impact Align SDG - Pakistan"],"raw_orcid":"https://orcid.org/0009-0007-8130-8654","affiliations":[{"raw_affiliation_string":"Dynamic Research Institute - Pakistan / Impact Align SDG - Pakistan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5136109139"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65890166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10546","display_name":"Higher Education Governance and Development","score":0.48170000314712524,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10546","display_name":"Higher Education Governance and Development","score":0.48170000314712524,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14185","display_name":"Research, Science, and Academia","score":0.13050000369548798,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.1096000000834465,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"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/global-benchmarking","display_name":"global benchmarking","score":0.7229999899864197},{"id":"https://openalex.org/keywords/institutional-accreditation","display_name":"institutional accreditation","score":0.6299999952316284},{"id":"https://openalex.org/keywords/oric","display_name":"oriC","score":0.625},{"id":"https://openalex.org/keywords/research-organization","display_name":"research organization","score":0.42800000309944153},{"id":"https://openalex.org/keywords/sdg-alignment","display_name":"SDG alignment","score":0.9020000100135803},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.9380000233650208},{"id":"https://openalex.org/keywords/institutional-excellence","display_name":"institutional excellence","score":0.7559999823570251}],"concepts":[{"id":"https://openalex.org/C61521584","wikidata":"https://www.wikidata.org/wiki/Q705899","display_name":"Accreditation","level":2,"score":0.8388000130653381},{"id":"https://openalex.org/C2777352838","wikidata":"https://www.wikidata.org/wiki/Q5419420","display_name":"Excellence","level":2,"score":0.6895999908447266},{"id":"https://openalex.org/C2781460075","wikidata":"https://www.wikidata.org/wiki/Q1399332","display_name":"Compliance (psychology)","level":2,"score":0.46700000762939453},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4413999915122986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4153999984264374},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.39730000495910645},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.38350000977516174},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3736000061035156},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33410000801086426},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3255000114440918},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3151000142097473},{"id":"https://openalex.org/C144530980","wikidata":"https://www.wikidata.org/wiki/Q5065121","display_name":"Certification and Accreditation","level":3,"score":0.28139999508857727},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.25440001487731934},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.2533999979496002}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.21923964","doi":"https://doi.org/10.5281/zenodo.21923964","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21923964","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"BookChapter"},{"id":"doi:10.5281/zenodo.21923965","doi":"https://doi.org/10.5281/zenodo.21923965","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21923965","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"BookChapter"}],"best_oa_location":{"id":"doi:10.5281/zenodo.21923964","doi":"https://doi.org/10.5281/zenodo.21923964","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21923964","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"BookChapter"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7202381362","https://openalex.org/W7202341592","https://openalex.org/W7202378406","https://openalex.org/W7170086636","https://openalex.org/W7169658581","https://openalex.org/W7202377738","https://openalex.org/W7202382089","https://openalex.org/W6893365603","https://openalex.org/W6893103563","https://openalex.org/W7168100335"],"abstract_inverted_index":{"Description:":[0],"This":[1],"chapter":[2,48],"provides":[3],"a":[4],"comprehensive":[5],"framework":[6],"for":[7,41],"AIenabled":[8],"dashboards":[9],"in":[10],"ORICs,":[11],"showing":[12],"how":[13],"institutions":[14,56],"can":[15,57],"integrate":[16],"realtime":[17],"bench-marking,":[18],"reproducibility,":[19],"and":[20,36,44,63],"SDG":[21],"alignment":[22],"into":[23],"accreditation":[24,38],"processes.":[25],"It":[26],"introduces":[27],"practical":[28],"tools":[29],"such":[30],"as":[31],"trafficlight":[32],"matrices,":[33],"compliance":[34],"templates,":[35],"AIdriven":[37],"workflows.":[39],"Designed":[40],"reviewers,":[42],"policymakers,":[43],"earlycareer":[45],"researchers,":[46],"the":[47],"bridges":[49],"technical":[50],"rigor":[51],"with":[52],"accessible":[53],"language,":[54],"ensuring":[55],"demonstrate":[58],"their":[59],"impact":[60],"both":[61],"nationally":[62],"globally.":[64]},"counts_by_year":[],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2026-08-14T00:00:00"}