• Title/Summary/Keyword: 선호분석

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An Analysis of Preferred Learning Methods to Encourage Participation of Programming Learners (프로그래밍 학습자들의 학습 참여 활성화를 위한 선호 학습 유형 분석)

  • Ahn, You Jung
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.01a
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    • pp.439-440
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    • 2019
  • 본 연구에서는 프로그래밍 수업에 참여하는 학습자들을 대상으로 프로그래밍 학습의 예 복습과 교수자의 학습 지원 등에 대한 생각을 먼저 설문으로 조사하고 그 결과에 따라 교수자가 수업 내외에서 학습자들이 다양한 학습 활동들을 할 수 있도록 지원한다. 그리고 학기말에 학습자들을 대상으로 제공된 학습 방법들 중에 어떤 방법을 선호하는지를 설문조사하여 분석해보았다. 연구 결과를 통해 향후에는 학생들이 선호하는 학습 방법을 파악하고 제공함으로써 학생들의 학습 동기와 의욕을 향상시켜 보다 적극적인 학습 참여를 유도할 수 있을 것으로 기대한다.

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Evaluation of Preference by Bukhansan Dulegil Course Using Sentiment Analysis of Blog Data (블로그 데이터 감성분석을 통한 북한산둘레길 구간별 선호도 평가)

  • Lee, Sung-Hee;Son, Yong-Hoon
    • Journal of the Korean Institute of Landscape Architecture
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    • v.49 no.3
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    • pp.1-10
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    • 2021
  • This study aimed to evaluate preferences of Bukhansan dulegil using sentiment analysis, a natural language processing technique, to derive preferred and non-preferred factors. Therefore, we collected blog articles written in 2019 and produced sentimental scores by the derivation of positive and negative words in the texts for 21 dulegil courses. Then, content analysis was conducted to determine which factors led visitors to prefer or dislike each course. In blogs written about Bukhansan dulegil, positive words appeared in approximately 73% of the content, and the percentage of positive documents was significantly higher than that of negative documents for each course. Through this, it can be seen that visitors generally had positive sentiments toward Bukhansan dulegil. Nevertheless, according to the sentiment score analysis, all 21 dulegil courses belonged to both the preferred and non-preferred courses. Among courses, visitors preferred less difficult courses, in which they could walk without a burden, and in which various landscape elements (visual, auditory, olfactory, etc.) were harmonious yet distinct. Furthermore, they preferred courses with various landscapes and landscape sequences. Additionally, visitors appreciated the presence of viewpoints, such as observation decks, as a significant factor and preferred courses with excellent accessibility and information provisions, such as information boards. Conversely, the dissatisfaction with the dulegil courses was due to noise caused by adjacent roads, excessive urban areas, and the inequality or difficulty of the course which was primarily attributed to insufficient information on the landscape or section of the course. The results of this study can serve not only serve as a guide in national parks but also in the management of nearby forest green areas to formulate a plan to repair and improve dulegil. Further, the sentiment analysis used in this study is meaningful in that it can continuously monitor actual users' responses towards natural areas. However, since it was evaluated based on a predefined sentiment dictionary, continuous updates are needed. Additionally, since there is a tendency to share positive content rather than negative views due to the nature of social media, it is necessary to compare and review the results of analysis, such as with on-site surveys.

Color Information Based Psychology Analysis Using Decision Tree (의사 결정 트리를 이용한 색채 정보 기반 심리 분석)

  • Nam, Ji-Hyo;Lee, Min-Jung;Oh, Heung-Min;Kim, Kwang Baek
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.514-516
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    • 2016
  • 사람은 개인마다 선호색이 다르다. 때문에 색채를 통해서 개인의 성향을 분석하기도 한다. 일반적으로 난색은 밝고 따뜻한 색으로 활기와 적극성을 띄며 한색은 차갑고 냉정함, 차분함 등과 같은 의미를 지닌다. 이러한 색채가 가지는 의미는 개인의 환경, 성향, 성별, 연령 등에 따라 다르게 나타난다. 색채 선호는 일반적으로 개인이 색채에 대해 좋아하는 정도를 의미하는 것으로 개인의 성향이나 상황, 경험 등에 의해 형성된 지극히 개인적인 색을 말한다. 본 논문에서는 색채 선호를 분석하는 심리 검사 CRR와 Flood Fill 알고리즘을 적용하여 그림에 색채를 채워서 주조색과, 보조색을 각각 Decision Tree에 적용한다. Decision Tree의 결과를 기반으로 데이터베이스와 연동하여 개인의 심리 상태를 분석할 수 있는 방법을 제안한다.

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전기자동차의 경제성분석

  • 대한전기협회
    • JOURNAL OF ELECTRICAL WORLD
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    • no.10 s.34
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    • pp.23-28
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    • 1979
  • 만약 가솔린가격이 전력요금보다 급격히 상승할 경우 전기자동차가 비용 효과비율면에서 및 가격면에서 보다 유리해지며, 전기자동차의 에너지절약효과, 오염감소효과 등 사회적효과를 고려하면 전기자동차가 선호될 것이며 또한 선호되어야 한다는 실증적, 당위적 결론에 도달하고 있다.

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Analysis of Research Trends and Learners' Preference for Subject Area of SW Education Content (SW 교육 콘텐츠의 주제 영역에 대한 연구 동향과 학습자 선호 분석)

  • Jun, SooJin
    • The Journal of Korean Association of Computer Education
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    • v.20 no.1
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    • pp.39-47
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    • 2017
  • The purpose of this study is to analyze research trends and the learners' preference for subject area of SW education content. First, we analyzed trends in the subject areas of various SW education contents in recent research literature, textbooks, and textbooks. Based on this, we defined six subject areas as storytelling, game, media art, educational learning contents, simulation. Also, we analyzed the case of college students based on the reason of SW implementation theme selection, selection method, and preference theme. As a result, the students were mainly influenced by their interests and teachers in the reason of topic selection, and they showed higher preference in game and storytelling subject area. We hope that this research will be reflected in balanced SW education contents design according to learner level in the future.

A Study on the Analysis of Consumer Convergence Preferences for Healthcare Information Service in Social Media (소셜미디어 건강정보서비스에 대한 융합적 소비자선호도 분석방법 연구)

  • Kim, Kyoung-Hwan
    • Journal of the Korea Convergence Society
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    • v.7 no.5
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    • pp.181-188
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    • 2016
  • This study investigated consumer convergence preferences for healthcare information service in social media using the multi-attribute utility theory. The multi-attribute utility theory is an approach for compositional modeling attributes wherein researchers compute the overall service utility by aggregating the evaluation results for attribute values. We found that healthcare information service consumers in social media evaluate the service preference through the multi attributes - Update, Cost, Usefulness, Usability, Reliability. And the study shows that individual preference by estimating weight of each attribute in the services influences the service use intention. So we believe that estimating preferences with multi-attribute utility theory will predict business success of the services in a new media, and for a successful business of the social media services marketers should assess the consumer's preference using the multi-attributes.

The Effect of Heterogeneous Preference on Non-market Valuation (가계의 이질적 선호가 비시장재 가치의 추정에 미치는 영향)

  • Kim, Yong-Joo
    • Environmental and Resource Economics Review
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    • v.16 no.4
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    • pp.873-900
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    • 2007
  • Non-market valuation studies tend to assume that individual households have homogeneous preferences for a non-market good to value. However, since the preferences for non-market goods, especially environmental goods are more likely to be heterogeneous by nature, it may be more appropriate to assume heterogeneous preferences for non-market goods, which may in turn may lead to reduced biases in the WTP estimation. This study investigate the extent to which individual households have heterogeneous preferences for reduced concentrations of radon, a radioactive indoor air pollutant, for road safety, and for nuclear power safety. We also analyze the effect of heterogeneity assumption on the results of model and WTP estimation. Using the choice experiments and mixed logit models, we found that allowing for heterogeneous preferences improved model fitness and that there existed heterogeneous preferences for both reduced radon concentration and road safety, albeit not for nuclear power safety. The mean WTP for reduced radon concentrations and road safety increased by factors of 2.44 and l.74 respectively with the models allowing for heterogeneous preferences.

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A study on preferable contents depending on regions and terminal types for high speed mobile internet (초고속 무선인터넷에서 폰형과 모뎀형 단말기의 이용장소에 따르는 선호 콘텐츠에 관한 연구)

  • Ryu, Gui-Yeol
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.4
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    • pp.701-715
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    • 2011
  • The object of study is what kinds of contents are preferable depending on regions and terminal types for high speed mobile internet. We consider 10 contents, 9 region2, and 2 terminal types. The methods are the adjusted residuals, the corresponding analysis, and the multiple corresponding analysis. The results are different, which comes from different mathematical models. 50% of results are same between the corresponding analysis and the multiple corresponding analysis. 26.3% are same between the adjusted residuals and the corresponding analysis. 21.1% are same between the adjusted residuals and the multiple corresponding analysis. We recommend the adjusted residuals because it can test hypothesis for preferring contents. The content which is not chosen by three methods is business.