Adaptive Personalized Training Games for Individual and Collaborative Rehabilitation of People with Multiple Sclerosis
Identifieur interne : 003112 ( Ncbi/Checkpoint ); précédent : 003111; suivant : 003113Adaptive Personalized Training Games for Individual and Collaborative Rehabilitation of People with Multiple Sclerosis
Auteurs : Johanna Renny Octavia [Indonésie, Belgique] ; Karin Coninx [Belgique]Source :
- BioMed Research International [ 2314-6133 ] ; 2014.
Abstract
Any rehabilitation involves people who are unique individuals with their own characteristics and rehabilitation needs, including patients suffering from Multiple Sclerosis (MS). The prominent variation of MS symptoms and the disease severity elevate a need to accommodate the patient diversity and support adaptive personalized training to meet every patient's rehabilitation needs. In this paper, we focus on integrating adaptivity and personalization in rehabilitation training for MS patients. We introduced the automatic adjustment of difficulty levels as an adaptation that can be provided in individual and collaborative rehabilitation training exercises for MS patients. Two user studies have been carried out with nine MS patients to investigate the outcome of this adaptation. The findings showed that adaptive personalized training trajectories have been successfully provided to MS patients according to their individual training progress, which was appreciated by the patients and the therapist. They considered the automatic adjustment of difficulty levels to provide more variety in the training and to minimize the therapists involvement in setting up the training. With regard to social interaction in the collaborative training exercise, we have observed some social behaviors between the patients and their training partner which indicated the development of social interaction during the training.
Url:
DOI: 10.1155/2014/345728
PubMed: 24982862
PubMed Central: 4058527
Affiliations:
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Adaptive Personalized Training Games for Individual and Collaborative Rehabilitation of People with Multiple Sclerosis</title><author><name sortKey="Octavia, Johanna Renny" sort="Octavia, Johanna Renny" uniqKey="Octavia J" first="Johanna Renny" last="Octavia">Johanna Renny Octavia</name><affiliation wicri:level="1"><nlm:aff id="I1">Industrial Engineering Department, Parahyangan Catholic University, Ciumbuleuit 94, Bandung 40141, Indonesia</nlm:aff><country xml:lang="fr">Indonésie</country><wicri:regionArea>Industrial Engineering Department, Parahyangan Catholic University, Ciumbuleuit 94, Bandung 40141</wicri:regionArea><wicri:noRegion>Bandung 40141</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:aff id="I2">Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek, Belgium</nlm:aff><country xml:lang="fr">Belgique</country><wicri:regionArea>Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek</wicri:regionArea><wicri:noRegion>3590 Diepenbeek</wicri:noRegion></affiliation></author><author><name sortKey="Coninx, Karin" sort="Coninx, Karin" uniqKey="Coninx K" first="Karin" last="Coninx">Karin Coninx</name><affiliation wicri:level="1"><nlm:aff id="I2">Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek, Belgium</nlm:aff><country xml:lang="fr">Belgique</country><wicri:regionArea>Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek</wicri:regionArea><wicri:noRegion>3590 Diepenbeek</wicri:noRegion></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">24982862</idno><idno type="pmc">4058527</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4058527</idno><idno type="RBID">PMC:4058527</idno><idno type="doi">10.1155/2014/345728</idno><date when="2014">2014</date><idno type="wicri:Area/Pmc/Corpus">000D78</idno><idno type="wicri:Area/Pmc/Curation">000D78</idno><idno type="wicri:Area/Pmc/Checkpoint">000E33</idno><idno type="wicri:Area/Ncbi/Merge">003112</idno><idno type="wicri:Area/Ncbi/Curation">003112</idno><idno type="wicri:Area/Ncbi/Checkpoint">003112</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Adaptive Personalized Training Games for Individual and Collaborative Rehabilitation of People with Multiple Sclerosis</title><author><name sortKey="Octavia, Johanna Renny" sort="Octavia, Johanna Renny" uniqKey="Octavia J" first="Johanna Renny" last="Octavia">Johanna Renny Octavia</name><affiliation wicri:level="1"><nlm:aff id="I1">Industrial Engineering Department, Parahyangan Catholic University, Ciumbuleuit 94, Bandung 40141, Indonesia</nlm:aff><country xml:lang="fr">Indonésie</country><wicri:regionArea>Industrial Engineering Department, Parahyangan Catholic University, Ciumbuleuit 94, Bandung 40141</wicri:regionArea><wicri:noRegion>Bandung 40141</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:aff id="I2">Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek, Belgium</nlm:aff><country xml:lang="fr">Belgique</country><wicri:regionArea>Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek</wicri:regionArea><wicri:noRegion>3590 Diepenbeek</wicri:noRegion></affiliation></author><author><name sortKey="Coninx, Karin" sort="Coninx, Karin" uniqKey="Coninx K" first="Karin" last="Coninx">Karin Coninx</name><affiliation wicri:level="1"><nlm:aff id="I2">Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek, Belgium</nlm:aff><country xml:lang="fr">Belgique</country><wicri:regionArea>Expertise Centre for Digital Media-tUL-iMinds, Hasselt University, Wetenschapspark 2, 3590 Diepenbeek</wicri:regionArea><wicri:noRegion>3590 Diepenbeek</wicri:noRegion></affiliation></author></analytic><series><title level="j">BioMed Research International</title><idno type="ISSN">2314-6133</idno><idno type="eISSN">2314-6141</idno><imprint><date when="2014">2014</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Any rehabilitation involves people who are unique individuals with their own characteristics and rehabilitation needs, including patients suffering from Multiple Sclerosis (MS). The prominent variation of MS symptoms and the disease severity elevate a need to accommodate the patient diversity and support adaptive personalized training to meet every patient's rehabilitation needs. In this paper, we focus on integrating adaptivity and personalization in rehabilitation training for MS patients. We introduced the automatic adjustment of difficulty levels as an adaptation that can be provided in individual and collaborative rehabilitation training exercises for MS patients. Two user studies have been carried out with nine MS patients to investigate the outcome of this adaptation. The findings showed that adaptive personalized training trajectories have been successfully provided to MS patients according to their individual training progress, which was appreciated by the patients and the therapist. They considered the automatic adjustment of difficulty levels to provide more variety in the training and to minimize the therapists involvement in setting up the training. With regard to social interaction in the collaborative training exercise, we have observed some social behaviors between the patients and their training partner which indicated the development of social interaction during the training.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Jezernik, S" uniqKey="Jezernik S">S Jezernik</name></author><author><name sortKey="Sch Rer, R" uniqKey="Sch Rer R">R Schärer</name></author><author><name sortKey="Colombo, G" uniqKey="Colombo G">G Colombo</name></author><author><name sortKey="Morari, M" uniqKey="Morari M">M Morari</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kahn, Le" uniqKey="Kahn L">LE Kahn</name></author><author><name sortKey="Rymer, Wz" uniqKey="Rymer W">WZ Rymer</name></author><author><name sortKey="Reinkensmeyer, Dj" uniqKey="Reinkensmeyer D">DJ Reinkensmeyer</name></author></analytic></biblStruct><biblStruct><analytic><author><name 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Woldag</name></author><author><name sortKey="Hummelsheim, H" uniqKey="Hummelsheim H">H Hummelsheim</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Timmermans, Aaa" uniqKey="Timmermans A">AAA Timmermans</name></author><author><name sortKey="Geers, Rpj" uniqKey="Geers R">RPJ Geers</name></author><author><name sortKey="Franck, Ja" uniqKey="Franck J">JA Franck</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Vanacken, L" uniqKey="Vanacken L">L Vanacken</name></author><author><name sortKey="Notelaers, S" uniqKey="Notelaers S">S Notelaers</name></author><author><name sortKey="Raymaekers, C" uniqKey="Raymaekers C">C Raymaekers</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Van Den Hoogen, W" uniqKey="Van Den Hoogen W">W van den Hoogen</name></author><author><name sortKey="Ijsselsteijn, W" uniqKey="Ijsselsteijn W">W IJsselsteijn</name></author><author><name sortKey="De Kort, Y" 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uniqKey="Notelaers S">S Notelaers</name></author><author><name sortKey="De Weyer, T" uniqKey="De Weyer T">T de Weyer</name></author><author><name sortKey="Octavia, J" uniqKey="Octavia J">J Octavia</name></author><author><name sortKey="Coninx, K" uniqKey="Coninx K">K Coninx</name></author><author><name sortKey="Bastiaens, H" uniqKey="Bastiaens H">H Bastiaens</name></author><author><name sortKey="Feys, P" uniqKey="Feys P">P Feys</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Octavia, Jr" uniqKey="Octavia J">JR Octavia</name></author><author><name sortKey="Coninx, K" uniqKey="Coninx K">K Coninx</name></author><author><name sortKey="Feys, P" uniqKey="Feys P">P Feys</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Csikszentmihalyi, M" uniqKey="Csikszentmihalyi M">M Csikszentmihalyi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="O Toole, Ml" uniqKey="O Toole M">ML O'Toole</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Wade, Dt" uniqKey="Wade D">DT Wade</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="De Weerdt, Wjg" uniqKey="De Weerdt W">WJG de Weerdt</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Duncan, Pw" uniqKey="Duncan P">PW Duncan</name></author><author><name sortKey="Propst, M" uniqKey="Propst M">M Propst</name></author><author><name sortKey="Nelson, Sg" uniqKey="Nelson S">SG Nelson</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>Belgique</li><li>Indonésie</li></country></list><tree><country name="Indonésie"><noRegion><name sortKey="Octavia, Johanna Renny" sort="Octavia, Johanna Renny" uniqKey="Octavia J" first="Johanna Renny" last="Octavia">Johanna Renny Octavia</name></noRegion></country><country name="Belgique"><noRegion><name sortKey="Octavia, Johanna Renny" sort="Octavia, Johanna Renny" uniqKey="Octavia J" first="Johanna Renny" last="Octavia">Johanna Renny Octavia</name></noRegion><name sortKey="Coninx, Karin" sort="Coninx, Karin" uniqKey="Coninx K" first="Karin" last="Coninx">Karin Coninx</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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