{"id":"https://openalex.org/W7139953943","doi":"https://doi.org/10.1016/j.procs.2026.01.053","title":"A Scalable Platform for Collaborative Manual and Automatic Annotation with Visual Analytics in Arabic NLP","display_name":"A Scalable Platform for Collaborative Manual and Automatic Annotation with Visual Analytics in Arabic NLP","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7139953943","doi":"https://doi.org/10.1016/j.procs.2026.01.053"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.01.053","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.053","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.01.053","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130250450","display_name":"Gerges Danial","orcid":null},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Gerges Danial","raw_affiliation_strings":["German International University, New Administrative Capital, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"German International University, New Administrative Capital, Cairo, Egypt","institution_ids":["https://openalex.org/I96823368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057373662","display_name":"Caroline Sabty","orcid":"https://orcid.org/0000-0002-3590-5737"},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Caroline Sabty","raw_affiliation_strings":["German International University, New Administrative Capital, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"German International University, New Administrative Capital, Cairo, Egypt","institution_ids":["https://openalex.org/I96823368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057373662","https://openalex.org/A5130250450"],"corresponding_institution_ids":["https://openalex.org/I96823368"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95268185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"275","issue":null,"first_page":"439","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.2542000114917755,"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":0.2542000114917755,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.09839999675750732,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.08240000158548355,"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/annotation","display_name":"Annotation","score":0.7667999863624573},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6588000059127808},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.6154000163078308},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.578000009059906},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5476999878883362},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4016000032424927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9370999932289124},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.7667999863624573},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6588000059127808},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.6154000163078308},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.578000009059906},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5476999878883362},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5231000185012817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4941999912261963},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4278999865055084},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4016000032424927},{"id":"https://openalex.org/C2985727698","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Semantic annotation","level":3,"score":0.39329999685287476},{"id":"https://openalex.org/C7044111","wikidata":"https://www.wikidata.org/wiki/Q15844891","display_name":"Temporal annotation","level":5,"score":0.27799999713897705},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2732999920845032},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.01.053","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.053","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.01.053","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.053","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1998303161","https://openalex.org/W2250358209","https://openalex.org/W3023580939","https://openalex.org/W3153645085","https://openalex.org/W4385574181","https://openalex.org/W4386714913","https://openalex.org/W4403768114"],"related_works":[],"abstract_inverted_index":{"The":[0,39,117,128],"Arabic":[1,159,173],"language\u2019s":[2],"grammar,":[3],"variety":[4],"of":[5,9,135],"dialects,":[6],"and":[7,25,33,47,62,76,85,109,114,145,154,168],"lack":[8],"annotated":[10],"datasets":[11],"make":[12],"its":[13],"Natural":[14],"Language":[15],"Processing":[16],"(NLP)":[17],"very":[18],"challenging.":[19],"This":[20],"paper":[21],"introduces":[22],"a":[23,36,48,56,77,86,132,152,166],"manual":[24,64],"automatic":[26],"annotating":[27],"platform":[28,40,118],"that":[29,89,105],"will":[30],"help":[31],"researchers":[32],"annotators":[34],"in":[35,131],"simple":[37],"approach.":[38],"includes":[41],"CAMeL":[42],"Lab":[43],"tools,":[44],"pre-trained":[45],"models,":[46],"multi-language":[49],"pretrained":[50],"RoBERTa":[51],"model,":[52],"as":[53,55,99,101],"well":[54,100],"customizable":[57],"model":[58],"using":[59,91,122],"inference":[60],"scripts,":[61],"the":[63,102,123,141,163],"annotation":[65],"module":[66,96,104],"contains":[67],"new":[68,87,95],"features":[69],"like":[70],"tracking":[71],"users,":[72],"detecting":[73],"label":[74],"conflicts,":[75],"majority":[78],"voting":[79],"feature":[80,88],"to":[81,111,157,171],"keep":[82],"results":[83],"consistent,":[84],"annotates":[90],"OpenAI":[92],"API.":[93],"A":[94],"is":[97],"introduced,":[98],"visualization":[103],"displays":[106],"histograms,":[107],"heatmaps,":[108],"scatterplots":[110],"visualize":[112],"annotations":[113],"extract":[115],"insights.":[116],"has":[119],"been":[120],"evaluated":[121],"System":[124],"Usability":[125],"Scale":[126],"(SUS).":[127],"evaluation":[129],"resulted":[130],"SUS":[133],"score":[134],"77.5,":[136],"which":[137],"means":[138],"users":[139],"found":[140],"tool":[142,164],"easy":[143],"use":[144],"friendly,":[146],"In":[147,161],"summary,":[148],"this":[149],"system":[150],"offers":[151,165],"practical":[153,167],"adaptable":[155,169],"approach":[156,170],"improving":[158,172],"NLP,":[160],"conclusion,":[162],"NLP.":[174]},"counts_by_year":[],"updated_date":"2026-03-22T06:25:25.174409","created_date":"2026-03-21T00:00:00"}