R van der Gulden, B P A Thoonen, S Heeneman, J W M Muris, M H Sagasser, A A Timmerman, N D Scherpbier-de Haan
How to use polarity thinkingTM to manage tensions between accountability and learner agency when using a multipurpose portfolio?
Education for primary care : an official publication of the Association of Course Organisers, National Association of GP Tutors, World Organisation of Family Doctors
islamic domain hadiths hold significant importance standing crucial texts following holy quran hadith contains three main parts isnad chain narrators taraf starting part often prophet muhammad matn hadith content isnad chain narrators involved transmitting particular matn hadith scholars determine trustworthiness transmitted matn quality isnad isnads data available original arabic language narrator names transliterated english paper presents multiisnadset mis great potential employed social scientist theologist multidirected graph structure used represents complex interactions among narrators hadith mis dataset represent directed graph consists 2092 nodes representing individual narrators 77797 edges represent sanadhadith connections mis dataset represents multiple isnad hadith based sahih muslim hadith book dataset carefully extracted online multiple hadith sources using data scraping web crawling techniques tools providing extensive hadith details dataset entry provides complete view specific hadith including original book hadith number textual content matn list narrators narrator count sequence narrators isnad count paper four different tools designed constructed modeling analyzing narrative network python library networkx powerful graph database neo4j two different network analysis tools named gephi cytoscape neo4j graph database used represent multidimensional graph related data ease extraction establishing new relationships among nodes researchers use mis explore hadith credibility including classification hadiths sahihperfection sanaddhaifimperfection sanad narrators trustworthynot traditionally scholars focused identifying longest shortest sanad two narrators mis emphasis shifts determining optimumauthentic sanad considering narrator qualities graph representation authentic manually curated dataset open ways development computational models could identify significance chain narrator dataset allows researchers provide hadith narrators hadith isnad could used wide variety future research studies related hadith authentication rules extraction moreover dataset encourages crossdisciplinary research bridging gap islamic studies artificial intelligence ai social network analysis sna graph neural network gnn