• Title/Summary/Keyword: Task-Oriented Training

검색결과 102건 처리시간 0.048초

Paddle 기반의 중국어 Multi-domain Task-oriented 대화 시스템 (Chinese Multi-domain Task-oriented Dialogue System based on Paddle)

  • 등우진;조인휘
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2022년도 추계학술발표대회
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    • pp.308-310
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    • 2022
  • With the rise of the Al wave, task-oriented dialogue systems have become one of the popular research directions in academia and industry. Currently, task-oriented dialogue systems mainly adopt pipelined form, which mainly includes natural language understanding, dialogue state decision making, dialogue state tracking and natural language generation. However, pipelining is prone to error propagation, so many task-oriented dialogue systems in the market are only for single-round dialogues. Usually single- domain dialogues have relatively accurate semantic understanding, while they tend to perform poorly on multi-domain, multi-round dialogue datasets. To solve these issues, we developed a paddle-based multi-domain task-oriented Chinese dialogue system. It is based on NEZHA-base pre-training model and CrossWOZ dataset, and uses intention recognition module, dichotomous slot recognition module and NER recognition module to do DST and generate replies based on rules. Experiments show that the dialogue system not only makes good use of the context, but also effectively addresses long-term dependencies. In our approach, the DST of dialogue tracking state is improved, and our DST can identify multiple slotted key-value pairs involved in the discourse, which eliminates the need for manual tagging and thus greatly saves manpower.

과제 지향적 기능 훈련이 뇌졸중 환자의 균형에 미치는 영향 (The Effects of Task-Oriented Functional Training on Standing Balance in Stroke Patients)

  • 김재욱;김수민;박래준
    • The Journal of Korean Physical Therapy
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    • 제15권4호
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    • pp.65-81
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    • 2003
  • The purpose of this study was to investigate the balance of stroke patient appling Task-Oriented Functional training program. Sixteen subjects were recruited from KeiMyung university Dongsan Medical Center inpatient satisfying requirement for this study. They were divided into Task-Oriented Functional training group and Conventional therapy group. They were measured by Sensory organization test and Motor control test items using EquiTest Version 8.0 machine before and after the test. The result of this study were to follow: 1. In Sensory organization test, there were no significant differences in static eguibrium score in both groups(p<.05). 2. In Sensory organization test, there were significant differences in dynamic eguibrium score in both groups(p<.05). 3. In Motor control test, there were significant differences in both groups(p<.05). 4. In exercise group, there were no significant differences in static Sensory organization test(p<.05). 5. In exercise group, there were significant differences in dynamic Sensory organization test(p<.05). 6. In exercise group, there were significant differences in Motor control test(p<.05). 7. In control group, there were no significant differences in static Sensory organization test(p<.05). 8. In control group, there were no significant differences in dynamic Sensory organization test(p<.05). 9. In control group, there were no significant differences in Motor control test(p<.05).

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The Effects of Task-Oriented Exercise Program on Balance Ability in Patients with Acute Stroke

  • Kang, Tae-Woo;Kim, Beom-Ryong
    • The Journal of Korean Physical Therapy
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    • 제30권4호
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    • pp.112-116
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    • 2018
  • Purpose: This study aimed to identify the effects of a task-oriented exercise program on balance in patients with acute stroke. Methods: Twenty participants with hemiparesis resulting from acute stroke volunteered to participate in this study. They were randomly assigned to either the experimental or control group, with 10 patients per group. Both groups underwent a task-oriented exercise program averaging 30 minutes daily for 4 weeks. Balance was assessed before and after the 4-week training period. Before and after the intervention, we conducted a paired t-test to compare the within-group changes and an independent t-test to compare the between-group differences. The statistical significance level was set at p=0.05 for all the variables. Results: Both groups showed significant within-group and between-group changes in balance (p<0.05) after the intervention. Conclusion: This study provides valuable information for future studies in this field. Further research using a larger sample and longer experiment spans can corroborate the results of our study.

타악기를 활용한 과제지향운동이 만성 뇌졸중 환자의 상지 기능에 미치는 영향 (Task-oriented Approach using Percussion Instruments in Chronic Stroke Patients Effect on Upper Limb Function: a Randomized Controlled Trial)

  • 김주학;김명권
    • 대한물리의학회지
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    • 제16권4호
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    • pp.103-116
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    • 2021
  • PURPOSE: This study examined the effects on the upper extremity function, muscle strength, and hand function of a task-oriented training approach using a percussion instrument for patients with chronic stroke. METHODS: Twenty-four chronic stroke patients accompanied with upper extremity hemiplegia were selected for research and were classified randomly into 12 experimental groups and 12 control groups. The experimental group performed a task-oriented approach, and the control group performed upper extremity occupational therapy. Stroke upper extremity test, Jebsen-Taylor Hand Function test, upper extremity muscle strength test, and hand muscle strength test were measured before and after training in the evaluation process. RESULTS: In the upper extremity test and Jebsen-Taylor test, there were no significant differences between the groups. In the upper extremity muscle strength test, there were significant differences in shoulder flexion, internal rotation, and elbow flexion in the experimental group. In the hand muscle strength test, there were significant differences in the grip, tip Pinch, lateral Pinch, and 3-jaw chuck in the experimental group and significant differences in only grip, tip pinch, and lateral pinch in the control group. In addition, there were significant differences in the lateral pinch compared to the amount of change. CONCLUSION: Task-oriented approach using percussion instruments for upper extremity rehabilitation in stroke patients is effective in the upper extremity function and strength, hand function, and strength.

보툴리눔 독소 주사 후 과제 지향적 훈련이 뇌졸중 환자의 상지기능 및 일상생활활동에 미치는 효과: 사례연구 (The Effect of Task-Oriented Training After Botulinum Toxin Injection on Upper Extremity Function and Activities of Daily Living For Patients with Stroke: Case Study)

  • 이민재
    • 재활치료과학
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    • 제5권1호
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    • pp.67-75
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    • 2016
  • 목적 : 본 사례연구는 보툴리눔 독소(Botulinum Toxin) 주사 후 과제 지향적 훈련이 뇌졸중 환자의 상지 기능 변화와 일상생활활동에 향상에 영향을 미치는지 알아보고자 하였다. 연구방법 : 실험 대상자는 뇌졸중으로 인해 편마비 진단을 받은 44세 남자 환자로 손상 측 상지에 보툴리눔 독소 주사 후 과제 지향적 훈련을 주 5회 30분씩 8주간 훈련을 받았다. 평가는 주사 전, 중재 4주 후와 8주 후의 상지기능 변화와 일상생활활동 수행변화를 평가하였다. 상지기능 평가는 뇌졸중 상지기능 평가(Manual Function Test; MFT)와 상자와 나무토막 검사(Box and Block Test)로 평가하였고, 일상생활활동 수행평가는 수정된 바델지수(Modified barthel index; MBI)로 측정하였다. 결과 : 상지기능평가에서 손의 조작능력과 기민성이 향상되었고 또한, 일상생활활동 하위 영역 중 개인위생, 식사하기, 용변처리, 옷 입기 항목에서 향상을 보였다. 결론 : 본 연구 결과를 바탕으로, 보툴리눔 독소 주사 후 과제 지향적 훈련이 뇌졸중 환자의 상지기능 및 일상생활활동 수행능력 향상을 위한 치료에 효과적임을 알 수 있었다.

기능적 전기 자극을 병행한 과제 지향적 훈련이 경수 손상 환자의 손 기능에 미치는 영향: 개별사례 연구 (Effects of Task-Oriented Training With Functional Electrical Stimulation on Cervical Spinal Cord Injury Patients' Hand Function: A Single-Subject Experimental Design)

  • 고석범;박혜연;김종배;김정란
    • 재활치료과학
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    • 제7권1호
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    • pp.63-77
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    • 2018
  • 목적 : 본 연구는 기능적 전기 자극을 병행한 과제 지향적 훈련이 불완전 경수 손상 환자의 손 기능에 미치는 영향을 알아보고자 하였다. 연구방법 : 대상자는 불완전 경수 손상 진단을 받은 성인 3명으로, ABA 설계를 사용하였으며, 연구기간 동안 기초선(A1) 5회기, 중재기(B) 20회기, 재기초선(A2) 5회기로 총 30회기 실시하였다. 중재기(B) 동안 기능적 전기 자극을 병행한 과제 지향적 훈련이 제공되었고, 모든 회기에는 손 기능을 평가하기 위해 상자와 나무토막 검사(Box and Block Test), 떨어지는 막대 잡기(Grip the falling bar)와 먹기 흉내 내기(Simulated feeding)를 측정하였으며, 기초선(A1) 전, 재기초선(A2) 후로 Canadian Occupational Performance Measure(COPM), Jebsen-Taylor Hand Function Test(JTHFT)와 Wolf Motor Function Test(WMFT)를 실시하여 중재 효과를 살펴보았다. 결과 : 모든 대상자는 상자와 나무토막 검사(Box and Block Test), 떨어지는 막대 잡기(Grip the falling bar)와 먹기 흉내 내기(Simulated feeding)를 통해 기초선(A1)보다 중재기(B)에서 우세 손 기능이 향상되었고, 재기초선(A2)에서 그 효과가 유지되었다. 재기초선(A2) 후 COPM, JTHFT와 WMFT의 결과, 우세 손 기능의 향상과 과제 수행도와 만족도의 향상을 보였다. 결론 : 기능적 전기 자극을 병행한 과제 지향적 훈련은 경수 손상 환자의 손 기능뿐만 아니라, 대상자가 선택한 훈련 과제의 과제 수행도와 만족도 향상에 효과적이다.

발달성협응장애와 과제-중심 접근법(task-oriented approach)에 대한 문헌 고찰 (Task-Oriented Approaches to Developmental Coordination Disorder: A Literature Review)

  • 이승진;김경미
    • 대한감각통합치료학회지
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    • 제22권1호
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    • pp.69-84
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    • 2024
  • 목적 : 본 연구에서는 발달성협응장애와 발달성협응장애 아동을 대상으로 한 과제-중심 접근법을 문헌 고찰을 통하여 알아보고자 하였다. 본론 : 본 연구는 발달성협응장애의 정의, 진단, 원인, 평가에 대한 전반적인 개요를 제시한다. 또한 신경운동과제훈련(Neuromotor Task Training; NTT)과 인지기반작업수행(Cognitive Orientation to daily Occupational Performance; CO-OP)의 중재 전략에 대해 알아보기 위해 2000년 1월부터 2023년 9월까지 게재된 국외 문헌 18편을 분석하였다. 선정된 문헌에서 언급된 중재의 목적은 작업치료 실행체계 4판(Occupational Therapy Practice Framework-4; OTPF-4)의 기준에 따라 분류하였다. 분류 결과, NTT는 클라이언트 요인(client factor) 영역에 대한 목표 설정의 빈도가 높았고, CO-OP는 작업(occupation) 영역에 대한 목표만을 설정하였다. 이러한 목표 설정의 차이는 두 중재 간 전략의 차이로 설명된다. 결론 : 발달성협응장애에 대한 전반적인 개요와 과제-중심 접근법의 중재에 대한 전략의 이해는 질환에 대한 인식도를 높이고 근거 기반 임상을 위한 기초 자료가 될 것이다.

순환식 하지 훈련이 뇌졸중 환자의 보행능력에 미치는 영향 (The effects of a task-oriented circuit training program of lower limb on walking ability after stroke)

  • 공선웅;김지선;문성장;진원화;윤태원;한미란;조영환
    • PNF and Movement
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    • 제8권2호
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    • pp.47-55
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    • 2010
  • Purpose : The purpose of present study was to determine effects of a task-oriented circuit training(TOCT) for lower limb on walking ability after stroke. Methods : Twenty one chronic stroke patients participated. Participants were randomly divided into either TOCT group or control group(11 experimental, 10 control). All of participants were in-patients at local rehabilitation centre and had been receiving a traditional rehabilitation program, five days a week. TOCT group have additionally undergone for four weeks, three days a week, the TOCT program but control group was not received any additional program except the traditional rehabilitation program. The 10 m walking test (10MWT), the 2 min walking test (2MWT), the step test (ST) and the figure-8 walking test (F8WT) to measure a walking ability were carried out twice before and after training. Results : After participation in the program, subjects of TOCT demonstrated a significant improvement in the scores of the 10MWT, 2MWT, the ST, the F8WT. The control group had no change on the any tests. After the training, the results to improve significantly in TOCT group compared to post-test of control group were the time of 10MWT and the time and the step of curved walking of F8WT. Conclusion : The present study suggests that the TOCT program may become a useful strategy for enhancing walking ability in the rehabilitation of stroke patients.

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Effects of Backward Walking Training with Task Orientation on the Functional Gait of Children with Spastic Hemiplegia

  • Choi, Ji Young;Son, Sung Min;Kim, Chang Ju
    • The Journal of Korean Physical Therapy
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    • 제31권5호
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    • pp.292-297
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    • 2019
  • Purpose: This study examined the effects of backward walking training with task orientation on the functional walking ability of children with cerebral palsy. Methods: This study was a single-blinded, randomized controlled trial with a crossover design conducted at a single rehabilitation facility with cross-over to the other intervention arm following a two-week break. For a total of 12 children with spastic hemiplegia cerebral palsy, the forward walking training group (n=6) underwent training three times a week for three weeks, 40 minutes a day, and the backward walking training group (n=6) was also trained under the same conditions. To identify the functional walking ability, variables, such as the walking speed, stride length, and step length, were measured using a walk analyzer (OptoGait, Microgate S.r.l, Italy). Results: Both groups showed significant increases in walking speed, stride length, and step length (p<0.01). The backward walking group showed more significant improvement in the walking speed from pre- to post-test (p<0.05). The gait characteristics were similar in the two groups (stride length and step length) but the walking speed in the backward walking group showed a mean difference between the positive effects higher than the forward walking group. Conclusion: Task-oriented backward walking training, which was conducted on the ground, may be a more effective treatment approach for improving the walking functions of spastic hemiplegia children than forward walk training.

Mitochondrial Myopathy 환자에서 과제지향적 상지운동과 탄성밴드를 이용한 기능적 근력증진 프로그램이 상지근력과 일상생활활동에 미치는 영향 -단일사례연구- (The Effect of Task-oriented Arm Movements and Muscle Enhancement Program Using Elastic Bands on Upper Limb Muscle Strength and Activities of Daily Living of Mitochondrial Myopathy Patient -Single subject design-)

  • 박형기;이강성
    • PNF and Movement
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    • 제8권1호
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    • pp.11-19
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    • 2010
  • Purpose : The purpose of this study was to the effect of task-oriented arm movements and muscle enhancement program using elastic bands on limb muscle strength and activities of daily living of mitochondrial myopathy patient. Method : Single-subject experimental research design was applied to. AB Design was adopted. The study period was approximately four weeks. A baseline period of the three sessions of the experiment, the treatment period B, 3 sessions were conducted. Baseline period to observe the patient's daily life bardel index was measured as an independent feature, MMT as a limb muscle strength was assessed by measuring early. During the period of treatment with serabaendeu limb strength training 30 minutes after the break five minutes after the treatment using MMT limb muscle strength were evaluated. Task-oriented exercise program, and who exercise a week as a treatment was carried out in 30 minutes. Result : All of the scores for each sessional period of treatment when compared to base line and upper limb muscle strengthening exercises on the subjects that did not change significantly. Conclusion : If the muscles and nervous system involvement in patients with symptoms such as muscle weakness and paralysis of upper extremity functional use is difficult.

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