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Öğe The effect of use of social robot nao on children's motivation and emotional states in special education(2024) Namlısesli, Deniz; Baş, Hale Nur; Bostancı, Hilal; Coşkun, Buket; Erol Barkana, Duygun; Tarakçı, DevrimThe utilization of social robots in therapeutic and educational settings offers promising advancements, especially for children with special needs. 21 children receiving special education at Dilbade Special Education and Rehabilitation Center were evaluated under two conditions: sessions led by special education teachers and those supported by the social robot NAO. The Pediatric Motivation Scale (PMS) results demonstrate that special education sessions involving the social robot NAO increased the children's motivation compared to traditional sessions. Moreover, statistical features from the physiological signals, including Blood Volume Pulse (BVP), Electrodermal Activity (EDA), and Skin Temperature (ST) were found. Notably, all significant features from BVP, EDA, and ST have increased, which indicated that children were excited and felt positive during the sessions involving the social robot NAO. Furthermore, the subjective evaluations from children, families, and special education teachers supported the quantitative findings, with a majority expressing enthusiasm for including the social robot NAO in special education.Öğe Classification of stress and participation using physiological signals of children during serious game-based therapy(Institute of Electrical and Electronics Engineers Inc., 2023) Coşkun, Buket; Erol Barkana, Duygun; Uzun, İsmail; Bostancı, Hilal; Tarakçı, DevrimThe study involves classifying stress and participation of children with special needs and typically developing children using the physiological signals collected during serious game-based therapy. Blood Volume Pulse (BVP), Electrodermal Activity (EDA), and Skin Temperature (ST) physiological signals were collected from 25 children with special needs (dyslexia, intellectual disabilities) and typically developing. The 98 features from the physiological signals were extracted and significant physiological features were found using an independent t-test. The most significant features are selected, and Support Vector Machines (SVM), k-Nearest Neighbors (kNN), Random Forest (RF), Decision Tree (DT), Logistic Regression (LR), Naïve Bayes (NB), and Artificial Neural Networks (ANN) machine-learning methods are used to classify stress/no-stress and participation/no-participation. The highest classification accuracy and F1-Score were obtained as 0.90 and 0.76, respectively, with the RF method using the significant features for stress/no-stress classification. For participation/no-participation, the highest classification accuracy and F1-Score were obtained as 0.80 and 0.70, respectively, with RF method using all features.Öğe Comparison of efficacy of different rehabilitation approaches in individuals with knee osteoarthritis(Bmj Publishing Group, 2019) Baysal, Elif; Budak, Miray; Atılgan, Esra; Tarakçı, DevrimBackground: Osteoarthritis (OA) is the most common rheumatologic disease in the world, resulting primarily in progressive cartilage destruction. OA-induced changes are the main cause of disability and are mostly seen in the knee joint. Objectives: To investigate the effects of different rehabilitation practices on the range of motion, muscle strength, pain, physical function and quality of life in patients with knee OA. Methods: Thirty patients between the ages of 40-65 with knee OA were included in the study and divided into 3 groups. Transcutaneous Electrical Nerve Stimulation (TENS), ultrasound, hotpack/coldpack and home exercise program were given to the 1. group (n=10) for 15 days. 2. group (n=10) received three doses of Platelet-Rich Plasma (PRP) followed by home exercise program for 15 days. The control group (n=10) received only home exercise program for 15 days. All individuals were evaluated using ‘Goniometer’ for Range of Motion (ROM), ‘Manual Muscle Test’ for M. Quadriceps femoris muscle strength, ‘Visual Analogue Scale’ for pain, ‘The Western Ontario and McMaster Universities Arthritis (WOMAC) Scale’ for physical function and ‘Short Form-12 Quality of Life Scale Mental (SF-12 - MC) and Physical Component (SF-12 - PC)’ for quality of life at baseline and end of treatment.Öğe Comparison of the effects of two different balance systems on the balance, functionality and fatigue of multiple sclerosis patients(SAGE Publications, 2017) Zenginler, Yonca; Tarakçı, Ela; Tarakcı, Devrim; Kürtüncü, Murat; Özdinçler, Arzu Razak[Abstract Not Available]Öğe Stroke research productivity between the years of 2009 and 2013: Perspective of Turkey(Wiley-Blackwell, 2014) Özdinçler, Arzu Razak; Tarakcı, Ela; Ersöz Hüseyinsinoğlu, Burcu; Tarakcı, Devrim[Abstract Not Available]
