• 제목/요약/키워드: Selection Factor Recognition

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충청지역 온천관광지 이미지 유사성 및 선택요인 인식도 분석 (The Analysis of Similarity in Image and Selection Factor Recognition for Spa Touristy Places in Chungcheong Area)

  • 김시중
    • 한국지역지리학회지
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    • 제21권3호
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    • pp.569-582
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    • 2015
  • 본 연구는 충청지역 6개 온천관광지(유성, 온양, 도고, 수안보, 아산, 덕산)를 대상으로 이미지 유사성 및 선택요인 인식도를 다차원척도법을 활용하여 분석함에 목적이 있었다. 실증분석 결과는 다음과 같다. 첫째, 온천관광지의 이미지 유사성 분석 결과, "아산과 온양" 그리고 "수안보와 덕산"이 각각 다른 유사한 이미지 그룹을 형성하고 있다. 그러나 유성은 다른 온천관광지와 다른 이미지를 갖고 있다. 둘째, 온천관광지 선택요인 인식도 분석 결과, 선택요인 '온천시설', '이용비용 및 '서비스질'은 분석대상 6개 온천에서 인식도에서는 큰 차이가 없으나, '온천명소'는 온양, 유성, 덕산 및 수안보 온천에서 선택요인 반영도가 높으나 아산과 도고는 반영도가 낮게 나타났다. 선택요인 '관광명소'는 온양, 유성 및 도고 지역의 속성 반영도가 높으나 아산은 낮은 것으로 분석되었다.

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수입식품에 대한 인식도 및 분별력과의 상관성 (Recognition Level of Imported Food and Its Correlation with Discrimination Ability)

  • 한장일;김성애
    • 대한지역사회영양학회지
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    • 제4권1호
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    • pp.95-102
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    • 1999
  • This study used questionnaires to investigate the safety awareness for imported foods by 365 male and female adults in Taejon. The results of the study were as follow : By factor analysis, the subjects' behaviors and awareness of the imported food was grouped into 3 factors such as 'health and quality factor', 'purchasing factor' and 'contamination factor'. 'Health and quality factor' and 'purchasing factor' were not recognized negatively by the subjects, moreover' contamination factor' was recognized very highly. The subjects' concern and worry about the imported food was also very high. The marital status, education level, nutriton knowledge adn recognition level of contamination by pesticides and heavy metals of foods partially affected the recognitio level of imported foods. The major selection criteria of imported food were distribution period(36.3%), price(28.8%) and purchasing experience(17.3%). The imported food mean discrimination score was 8.4±3.1 out of 13. The worst discriminatio score was red pepper. The subjects' experiences with imported foods selection affected the most instead of education level or nutrition knowledge. The higher discrimination score group more negatively recognized imported food and contamination recognition level was higher whereas the lowerdiscrimination score group more positively recognized the purchasing frequency and with to buy more easily. But both groups desired to reinforce contamination control. The better discrimination score of imported food pooring recognized sanitation concerns(p<0.05), quality(p<0.05), cooking convenience(p<0.01), desire for more variety(p<0.05), and the higher contamination recognition level(p<0.05) and desire to reinforce contamination control(p<0.01).

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얼굴추출 및 인식 영상정보 시스템 상용화 성공요인 분석 (A Factor Analysis for the Success of Commercialization of the Facial Extraction and Recognition Image Information System)

  • 김신표;오세동
    • 산업융합연구
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    • 제13권2호
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    • pp.45-54
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    • 2015
  • This Study aims to analyze the factors for the success of commercialization of the facial extraction and recognition image security information system of the domestic companies in Korea. As the results of the analysis, the internal factors for the success of commercialization of the facial extraction and recognition image security information system of the company were found to include (1) Holding of technology for close range facial recognition, (2) Holding of several facial recognition related patents, (3) Preference for the facial recognition security system over the fingerprint recognition and (4) strong volition of the CEO of the corresponding company. On the other hand, the external environmental factors for the success were found to include (1) Extensiveness of the market, (2) Rapid growth of the global facial recognition market, (3) Increased demand for the image security system, (4) Competition in securing of the engine for facial extraction and recognition and (5) Selection by the government as one of the 100 major strategic products.

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요리직종의 기능경기대회 참가동기와 인식도 및 효과성에 관한 연구 (A Study on the Participants Motives and Recognition, Effectiveness of the Cooking Skill Competition)

  • 민계홍
    • 한국식품조리과학회지
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    • 제21권3호
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    • pp.371-379
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    • 2005
  • This article studied the motivational factor of participation skill competition and their effectiveness. This study was restricted to cooks within those who had participated in a cooking contest to allow measurement of participation and satisfaction. This thesis investigated 116 cooks by questionnaires from April 6, 2005 to April 23, 2005, of which 106 responses were used for statistical processing to perform this study First, from the motive of participation, 13 variables were analyzed into 3 factors such as the factor of social recognition, the factor of speciality, and the factor of self-development and self-realization. The factor as a motive of participating in skill competition has a significant effect on effectiveness. A total of three factors were extracted from Recognition consisting of 10 variables. Each factor was labeled as awareness of the competition, revision of test questions, and selection of the judges of the competition. Second, three factors were derived from 12 variables in association with the effect of the contest, including factors of contribution to industry development, technical and technological effect, and psychological effect. In addition, it was revealed that the motive of participating in skill competition had an significant impact on recognition. Third, the results of regression analysis demonstrated that factors relating to recognition of skill competition and participation motives significantly influence on the effect of the contest. One limitation of this study is that the Population of the survey was limited to those who had Participated in the contest. Thus, the findings of this study may not be generalizable for other cases. It is clear that further research is needed to collect more in-dept data from other similar competitions in an effort to extend the application of the present results to other studies.

20~30대 남성의 의복태도와 가방구매에 관한 연구 (Fashion Attitude and Bag Purchase Behaviors of Males in their 20s-30s)

  • 김정우;진선영
    • 한국의류학회지
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    • 제35권3호
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    • pp.267-280
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    • 2011
  • This study examined bag purchase behaviors for male consumers based on fashion attitudes. Data research were conducted on 304 males in their 20s and 30s located in Seoul & Gyeonggi province. The SPSS 17.0 software program was used to conduct data analyses such descriptive statistics, frequency analysis, factor analysis, cluster analysis, $X^2$-test, t-test, ANOVA, and Scheffe's test as a post-hoc analysis. The results of this study were as follows: Fashion attitude was identified with four factors personality, social recognition, practicality, and dignity. Customers were segmented into three subdivisions: conspicuous, recognition of individual style, and practicality of clothing. The factors derived from the factor analysis of selection criteria included intrinsic attributes and extrinsic attributes. Males in their 30s valued the intrinsic attributes and males in their 20s valued extrinsic attributes. The group of conspicuous of clothing, valued both intrinsic and extrinsic attributes as important. The factors derived from the factor analysis of bag pursuit benefit included pursuit of fashion/economic, famous brand, quality/convenience. Males in their 20s and 30s pursued famous luxury brands and fashion attitudes had a positive relevance to the bag pursuit benefit.

키덜트(kidult) 패션상품의 소비자 특성과 제품이미지 유형 및 제품선택에 관한 연구 (Study on the Consumer Characteristic and the Facter of Goods as well as the Type of Goods Image in Kidult Fashion Goods)

  • 이승진;유태순
    • 한국의류학회지
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    • 제31권2호
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    • pp.225-235
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    • 2007
  • The purpose of this study is to grasp the character of consumers and the situation of domestic kidult fashion market. By grasping the distribution of kidult generation and the factors of product-selection based on products images, this research could be a substantial data to kidult associated company product planning and marketers. Subjects for this study were 213 Daegu women from 20 to 30 yearn of age who have high propensity to kidult. The statistical treatment of material used by SPSS 1.0 program consists of frequency analysis, factor analysis, multiple regression analysis, cluster analysis, and t-test. As a results, the characteristics of kidult consumers are classified as six factors. On image toward of kidult fashion goods, there was a significant difference 20 and 30 aged generation. According to fashion goods group, each group recognized on image of fashion products as follow: Group A is 'fancy', group B is 'childish', group C are 'familiarity', group D was recognized as 'fancy' and was identical to A on adjective expression, but was different A on recognition. All consumer characteristics of fun, character, girlish, nostalgia have a significant relation with the recurrence of products selection factor, and its order was character, girlish, nostalgia, and fun.

Hybrid Feature Selection Using Genetic Algorithm and Information Theory

  • Cho, Jae Hoon;Lee, Dae-Jong;Park, Jin-Il;Chun, Myung-Geun
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제13권1호
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    • pp.73-82
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    • 2013
  • In pattern classification, feature selection is an important factor in the performance of classifiers. In particular, when classifying a large number of features or variables, the accuracy and computational time of the classifier can be improved by using the relevant feature subset to remove the irrelevant, redundant, or noisy data. The proposed method consists of two parts: a wrapper part with an improved genetic algorithm(GA) using a new reproduction method and a filter part using mutual information. We also considered feature selection methods based on mutual information(MI) to improve computational complexity. Experimental results show that this method can achieve better performance in pattern recognition problems than other conventional solutions.

향토음식에 대한 인식이 향토음식전문점 방문빈도에 미치는 영향 연구 - 경상도지역 주민을 중심으로 - (The Impact of Recognition for Local Food on the Frequency of Visiting for Local Food Restaurants - Focusing on Residents in Kyungsangdo Areas -)

  • 이연정
    • 한국식품조리과학회지
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    • 제22권6호통권96호
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    • pp.840-848
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    • 2006
  • To analyse the impact of recognition for local food on frequency of visiting for local food restaurants, we surveyed 333 residents in the Kyungsangdo areas. The findings are summarized as follows. On interest of native foods, 'much' scored 40.6% and 'taste' scored 32.9%, in requirement of development. The criteria of selection of local foods was 62.3% in 'taste'. 'Institute(municipal government)' scored 31.3% as the main responsible body for the succession of local foods. The most significant criterion for tourism product of local foods was 'taste'(34.5%). The most effective way to popularize the local foods was to 'hold various kinds of cultural events'(27.5%). The necessity score on tourism product of local foods was 3.55 points. The highest recognition on native local foods was 'succession to next generation'(3.96 points). The most influential variable affecting the visit frequency toward local food restaurants was 'health factor'.

Robust Three-step facial landmark localization under the complicated condition via ASM and POEM

  • Li, Weisheng;Peng, Lai;Zhou, Lifang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권9호
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    • pp.3685-3700
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    • 2015
  • To avoid influences caused by pose, illumination and facial expression variations, we propose a robust three-step algorithm based on ASM and POEM for facial landmark localization. Firstly, Model Selection Factor is utilized to achieve a pose-free initialized shape. Then, we use the global shape model of ASM to describe the whole face and the texture model POEM to adjust the position of each landmark. Thirdly, a second localization is presented to discriminatively refine the subtle shape variation for some organs and contours. Experiments are conducted in four main face datasets, and the results demonstrate that the proposed method accurately localizes facial landmarks and outperforms other state-of-the-art methods.

Multi-classifier Fusion Based Facial Expression Recognition Approach

  • Jia, Xibin;Zhang, Yanhua;Powers, David;Ali, Humayra Binte
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권1호
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    • pp.196-212
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    • 2014
  • Facial expression recognition is an important part in emotional interaction between human and machine. This paper proposes a facial expression recognition approach based on multi-classifier fusion with stacking algorithm. The kappa-error diagram is employed in base-level classifiers selection, which gains insights about which individual classifier has the better recognition performance and how diverse among them to help improve the recognition accuracy rate by fusing the complementary functions. In order to avoid the influence of the chance factor caused by guessing in algorithm evaluation and get more reliable awareness of algorithm performance, kappa and informedness besides accuracy are utilized as measure criteria in the comparison experiments. To verify the effectiveness of our approach, two public databases are used in the experiments. The experiment results show that compared with individual classifier and two other typical ensemble methods, our proposed stacked ensemble system does recognize facial expression more accurately with less standard deviation. It overcomes the individual classifier's bias and achieves more reliable recognition results.