A scalable and transparent data pipeline for AI-enabled health data ecosystems

Autor: Tuncay Namli, Ali Anıl Sınacı, Suat Gönül, Cristina Ruiz Herguido, Patricia Garcia-Canadilla, Adriana Modrego Muñoz, Arnau Valls Esteve, Gökçe Banu Laleci Ertürkmen

Publikováno v: Frontiers in Medicine, Vol 11 (2024)

IntroductionTransparency and traceability are essential for establishing trustworthy artificial intelligence (AI). The lack of transparency in the data preparation process is a significant obstacle in developing reliable AI systems which can lead to

Externí odkaz: https://doaj.org/article/4df59a96395d4753bac99f349c86bd49

An expandable approach for design and personalization of digital, just-in-time adaptive interventions

Autor: Ahmet Cosar, Suat Gönül, Gokce Banu Laleci Erturkmen, Ismail Hakki Toroslu, Sasja D Huisman, Tuncay Namli

Publikováno v: Journal of the American Medical Informatics Association, 26(3), 198-210. OXFORD UNIV PRESS
Journal of the American Medical Informatics Association
Journal of the American Medical Informatics Association : JAMIA

ObjectiveWe aim to deliver a framework with 2 main objectives: 1) facilitating the design of theory-driven, adaptive, digital interventions addressing chronic illnesses or health problems and 2) producing personalized intervention delivery strategies

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e3d11aa47ea328a5c03c815b5b6e9db
http://hdl.handle.net/1887/3196017

Optimization of Just-in-Time Adaptive Interventions Using Reinforcement Learning

Autor: Ismail Hakki Toroslu, Ahmet Cosar, Tuncay Namli, Ali Anil Sinaci, Mert Baskaya, Suat Gönül

Publikováno v: Lecture Notes in Computer Science ISBN: 9783319920573
IEA/AIE
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Recent Trends and Future Technology in Applied Intelligence
Recent Trends and Future Technology in Applied Intelligence-31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings

Momentary context data is an important source for intelligent decision making towards personalization of mobile phone notifications. We propose a reinforcement learning based personalized notification delivery algorithm, reasoning over momentary cont

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a9e896d7511b52af0de492bb489dc360
https://doi.org/10.1007/978-3-319-92058-0_32

Semantic Content Management with Apache Stanbol

Autor: Suat Gönül, Ali Anil Sinaci

Publikováno v: Lecture Notes in Computer Science ISBN: 9783662466407
ESWC (Satellite Events)

Most of the CMS platforms lack the management of semantic information about the content although a lot of research has been carried out. The IKS project has introduced a reference architecture for Semantic Content Management Systems (SCMS). The objec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b5f6359f6b5f5c7fc51a4ef1d8ccb6cf
https://doi.org/10.1007/978-3-662-46641-4_29

Semantic content management and integration with JCR/CMIS compliant content repositories

Autor: Suat Gönül, Ali Anil Sinaci

Publikováno v: I-SEMANTICS

Existing content management systems (CMSes) usually do not offer flexible, customizable means to create semantic, domain specific indexing and search mechanisms. Therefore, they either do not provide any semantic retrieval, search, browsing functiona

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9e92f92f2151f656ae19294694979c4f
https://doi.org/10.1145/2362499.2362527