{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T05:24:49Z","timestamp":1747286689138},"reference-count":12,"publisher":"IGI Global","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,1]]},"abstract":"<jats:p>This article seeks to utilize the data collected from virtual reality (VR)-based software and a leap-motion device used for learning of subtle errors in mild cognitive impairment (MCI) cases to enable early detection of MCI by analyzing the classification rules for errors (action slips) based on finger-action transitions when performing instrumental activities of daily living (IADL). Finger motion was recorded as a time-series database. An induction technique known as Inductive-Logic Programming (ILP), which uses logical and clausal language to represent the training data, was then used to discover a concise classification rule using logical programming. The content within this article was able to generate rules on how action transitions of the finger in the experiments were related to the pattern of micro-errors that indicate the difference of error regarding the length of the no-motion state of the finger.<\/jats:p>","DOI":"10.4018\/ijssci.2018010103","type":"journal-article","created":{"date-parts":[[2018,2,1]],"date-time":"2018-02-01T15:40:03Z","timestamp":1517499603000},"page":"27-37","source":"Crossref","is-referenced-by-count":2,"title":["An Analysis of Motion Transition in Subtle Errors using Inductive Logic Programming"],"prefix":"10.4018","volume":"10","author":[{"given":"Niken Prasasti","family":"Martono","sequence":"first","affiliation":[{"name":"Tokyo University of Science, Noda, Japan"}]},{"given":"Keisuke","family":"Abe","sequence":"additional","affiliation":[{"name":"Tokyo University of Science, Noda, Japan"}]},{"given":"Takehiko","family":"Yamaguchi","sequence":"additional","affiliation":[{"name":"Tokyo University of Science, Suwa, Japan"}]},{"given":"Hayato","family":"Ohwada","sequence":"additional","affiliation":[{"name":"Department of Industrial Administration, Tokyo University of Science, Noda, Japan"}]}],"member":"2432","reference":[{"key":"IJSSCI.2018010103-0","doi-asserted-by":"publisher","DOI":"10.1212\/01.wnl.0000252358.03285.9d"},{"key":"IJSSCI.2018010103-1","doi-asserted-by":"publisher","DOI":"10.1080\/09602011.2015.1094394"},{"key":"IJSSCI.2018010103-2","unstructured":"Hirose, N. (2001, March). Intention of Slips and Action."},{"key":"IJSSCI.2018010103-3","doi-asserted-by":"crossref","unstructured":"Hirose, N. (2010). Towards a New Taxonomy of Microslips. Studies in perception and action 9, 91-96.","DOI":"10.4135\/9788132107910.n7"},{"key":"IJSSCI.2018010103-4","doi-asserted-by":"crossref","unstructured":"Johansson, M. (2015). Cognitive impairment and its consequences in everyday life [Medical Dissertation]. Link\u00f6ping University, Link\u00f6ping.","DOI":"10.3384\/diss.diva-115349"},{"key":"IJSSCI.2018010103-5","doi-asserted-by":"crossref","unstructured":"Martono, N. P., Yamaguchi, T., Maeta, T., Fujino, H., Kubota, Y., Ohwada, H., & Giovannetti, T. (2016). Clustering finger motion Data from virtual Reality-Based Training to analyze Patients with Mild Cognitive Impairment. International Journal of Software Science and Computational Intelligence, 29-42.","DOI":"10.4018\/IJSSCI.2016100102"},{"key":"IJSSCI.2018010103-6","unstructured":"Reed, E. S., & Schoenherr, D. (1992). The neuropathology of everyday life: On the nature and significance of microslips in everyday activities."},{"key":"IJSSCI.2018010103-7","unstructured":"Santos, J. C. (2010). Efficient Learning and Evaluation of Complex Concepts in Inductive Logic Programming [PhD Thesis]. Imperial College London."},{"key":"IJSSCI.2018010103-8","doi-asserted-by":"publisher","DOI":"10.1080\/09602010244000084"},{"key":"IJSSCI.2018010103-9","doi-asserted-by":"crossref","unstructured":"Seligman, S., Giovannetti, T., Sestitio, J., & Libon, D. (2014). A new approach to the characterization of subtle errors in everyday action: implications for mild cognitive impairment. In The Clinical Neuropsychologists (pp. 97-115).","DOI":"10.1080\/13854046.2013.852624"},{"key":"IJSSCI.2018010103-10","unstructured":"Tania Giovannetti, L. R. (2013). A Process Approach to Everyday Action Assessment. In D. J. Libon (Ed.), The Boston Process Approach to Neuropsychological Assessment (pp. 355-379)."},{"key":"IJSSCI.2018010103-11","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2796.2004.01380.x"}],"container-title":["International Journal of Software Science and Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=199015","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T12:07:22Z","timestamp":1651838842000},"score":1,"resource":{"primary":{"URL":"http:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJSSCI.2018010103"}},"subtitle":["A Case Study in Approaches to Mild Cognitive Impairment"],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":12,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.4018\/ijssci.2018010103","relation":{},"ISSN":["1942-9045","1942-9037"],"issn-type":[{"value":"1942-9045","type":"print"},{"value":"1942-9037","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1]]}}}