• Title/Summary/Keyword: product aspects

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Development of Product Recommendation System Using MultiSAGE Model and ESG Indicators (MultiSAGE 모델과 ESG 지표를 적용한 상품 추천 시스템 개발)

  • Hyeon-woo Kim;Yong-jun Kim;Gil-sang Yoo
    • Journal of Internet Computing and Services
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    • v.25 no.1
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    • pp.69-78
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    • 2024
  • Recently, consumers have shown an increasing tendency to seek information related to environmental, social, and governance (ESG) aspects in order to choose products with higher social value and environmental friendliness. In this paper, we proposes a product recommendation system applying ESG indicators tailored to the recent consumer trend of value-based consumption, utilizing a model called MultiSAGE that combines GraphSAGE and GAT. To achieve this, ESG rating data for 1,033 companies in 2022 collected from the Korea ESG Standard Institute and actual product data from N companies were transformed into a Heterogeneous Graph format through a data processing pipeline. The MultiSAGE model was then applied in machine learning to implement a recommendation system that, given a specific product, suggests eco-friendly alternatives. The implementation results indicate that consumers can easily compare and purchase products with ESG indicators applied, and it is anticipated that this system will be utilized in recommending products with social value and environmental friendliness.

A Study on the Consumer Ethnocentrism, Animosity and Product Judgment Effect on Foreign Products Purchase Intention : A Comparative Study between Korean and Japanese Electronic Products in China (소비자의 자민중심주의, 적대감 및 제품평가가 외국제품 구매의도에 미치는 영향에 관한 연구 : 한국과 일본 전자제품 구매에 대한 중국소비자를 중심으로)

  • Jung, Sung-Hoon;Yuan, Wang Li
    • International Commerce and Information Review
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    • v.15 no.1
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    • pp.185-206
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    • 2013
  • Recent studies validate the idea that consumer judgment of products can affect consumer purchase intentions. Consumers judge products based on product quality, after sales satisfaction, and other visible values, but consumers also judge products on country-of-origin image, brand image and such intangible values. In this paper, we will examine consumer ethnocentrism and animosity, which are frequently responsible for country-of-origin prejudices, because the offending (i.e. exporting) nation has engaged in economic, political, or even military activities that the consumer finds difficult to forgive. The results of the study show a positive effect of product judgment on consumer purchase intentions, but consumer ethnocentrism and animosity negatively affect product judgment and consumer purchase intentions of foreign products. In the Chinese market, ethnocentric Chinese consumers have negative perceptions of foreign products with negative intentions to buy them. Chinese consumers have strong animosity for Japanese products, which negatively affect product judgments and purchase intentions to buy; therefore, Japanese corporations should increase cooperation with Chinese corporations. Conversely, for Korean companies, product judgment primarily affects consumers' intentions to buy; consequently, Korean companies should improve their product quality, after-sales satisfaction, brand image and other tangible aspects to improve consumer judgment.

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Evaluating Essential Aspects of Novel Architectural Products: An In-depth Application of Importance-Performance Analysis (중요도-성취도 분석을 통한 건축 신제품의 요구사항 분석 연구)

  • Lee, Ung-Kyun;Kim, Jae-Yeob
    • Journal of the Korea Institute of Building Construction
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    • v.23 no.3
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    • pp.305-313
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    • 2023
  • With an increasing interest in the commercialization of research results in the present societal climate, especially in the construction industry, preliminary product analysis plays a critical role when introducing a new product to the market. It significantly influences the product's success or failure. In this context, this study aims to investigate the utility of Importance-Performance Analysis (IPA) as a management strategy tool for preliminary analysis in the commercialization of new architectural technologies. The study specifically assesses a smart ball product engineered for pipeline inspection. The evaluation is carried out based on product quality, convenience, and usability categories. Seventeen factors are recognized as sub-items, and a survey is conducted among relevant experts and consumer groups. From the survey, four key items are chosen: "Keep up the good work," "Concentrate here," "Low priority," and "Possible overkill." Suitable strategic measures are derived for each item. By conducting a correlation analysis between product importance and performance, this study offers a method to establish priority directions for future development. This analysis assists in identifying areas that necessitate improvement or additional focus to increase the product's commercial potential. On the whole, this study contributes to understanding and applying Importance-Performance Analysis as a valuable tool in the preliminary analysis and commercialization of novel technologies in the field of architecture.

An Adjustable Process of Requirements Prioritizing for Release Plan (릴리즈 플랜의 적응적 요구사항 우선순위 프로세스)

  • Seong, Jae-Seok;Kang, Dong-Su;Song, Chee-Yang;Baik, Doo-Kwon
    • The KIPS Transactions:PartD
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    • v.15D no.6
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    • pp.841-856
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    • 2008
  • The priority of requirement is important because the priority is a critical activity of release plan especially in software development which has an open market customer. Also, it is important for stakeholders to select a method and aspects to prioritize requirements. The selection is based on the organizational experience of a priority process, the process model of the product, goals and a type of products, and dependencies between requirements. But, the current researches considered only static dependency between requirements and did not suggest a systematic priority process. In addition, the current researches only suggest limited aspects to prioritize requirements, such as cost and value. Therefore, this paper proposes an adjustable priority process based on a priority model to select a method and aspects for the suitable priority for product and organization. Especially, this paper enhances the completeness of a release plan by a definition of static and dynamic dependency types between requirements. This paper suggests a priority model, which considers the dependencies between requirement and various viewpoint of software development. Based on the priority model, the paper suggests a systematic priority process to promote reasonable decisions to the priority and release plan of requirement.

Development of a video-protocol analysis system for the user interface design. (사용자 인터페이스 디자인을 위한 사용성평가 비디오정보 분석방법 개발에 관한 연구)

  • 김병욱
    • Archives of design research
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    • v.11 no.1
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    • pp.109-118
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    • 1998
  • Recently, the importance of user-interface design has been increasing due to the development of electronic and semiconductor technology. Under these surroundings a lot of Approaches that are for the analysis of video sequential data have been developed. The study on the method of analysing various aspects in the use of real product should find the characteristics of users' behavior. Also, the study should include the interaction dffects among these aspects. For these reasons this study proposed an analysis method for the video sequential data of usability test. The study begins with discussing the nature of user-interface through reviewing the various aspects of user-interface. Based on the findings the structure of methods that analyze the characterisics of user's behavior is identified. Thereafter, we developed a computerized tool for analysing video sequential data from usability tests. The tool comprises of four different modules: module for identifying users' profiles, module for video data logging, module for analysing user's characteristics, and module for synthesizing these data for user-interface design. Finally findings are summarized and further research was suggested.

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Attitude Toward Traditional Korean Clothing as Related to Selected Social Psychological Factors (한복에 대한 태도를 중심으로 한 사회심리학적 의복연구-서울의 성인여성을 중심으로-)

  • 강혜원
    • Journal of the Korean Home Economics Association
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    • v.17 no.3
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    • pp.1-11
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    • 1979
  • The purposes of this study were ; (1) to investigate attitudes toward Korean clothing in relation to 3 aspects of clothing behavior , and in relation to attitudes toward women's role, age and education, and (2) to ascertain the extent to which Korean clothing was used and valued. Clothing measures consisted of statements dealing with positive and negative attitudes toward psychological and practical aspects of Korean clothing, frequency of use of Korean clothing, and modesty and confirmity -individuality measure. The measure of attitudes toward women's role consisted of items selected form the Inventory of Feminie Values and the Sex Role Ideology Scale. Product-moment correlation was used to analyze the data which consisted of the responses of 700 adult Korean women to questionnaires administered by the researcher. The results obtained are as follows : 1) Positive attitudes toward Korean clothing for both psychological and practical aspects were, (1) related negatively to nontraditional attitudes toward women's role and education, and (2) related positively to age, frequency of wearing Korean clothing and modesty in clothing. 2) Negative attitudes toward Korean clothing for practical aspect was related negatively to age and education , whereas, the psychological aspect was negatively related to attitudes toward women's role. 3) Conformity-individuality in clothing was related positively to attitudes toward women's role and education. 4) Modesty in clothing was related negatively to attitudes toward women's role and education, conformity individuality, and was related positively to age. 5) In 1945 most of the subjects over 51 -year-old wore Korean clothing always or most of time, whereas, about 1/3 of them wore the same in 1976 , Only 4% of the total participants regardless of their ages wore Korean clothing for everyday life in 1976. 6) In general , highly positive attitudes toward Korean clothing were found on psychological aspect, whereas, highly negative attitudes toward Korean clothing were found on practical aspect.

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Patriarchal System and Seito of Modern Japan (근대 일본의 가부장제 시스템과 『세이토』)

  • Son, Ji-Yeon
    • Cross-Cultural Studies
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    • v.27
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    • pp.291-317
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    • 2012
  • Until now, the 'Ie' system, the distinct Japanese Family system, was dominantly recognized as the vestige of former feudal system. But as the research for gender-especially the family history-gets active, various aspects showing that 'Ie' is the modern product developed through thoroughly intended plans of Meiji government after latter-day. According to Ueno Chizuko, 'Ie' system is not at all a traditional feudal system, but it rather is the family revised by modernization, in other word, it is the Japanese version of modern family. This words began with it being the study of goodwill, and recognizing that 'Ie' is the creation of modernization, and as well as the need to listen to the new woman's inner voice under the Japanese patriarchal system. The most appealing characteristic of modern Japanese patriarchal system is that the it needs only the family members who are dedicated to the 'Nation'. With this, women were expected to submit to the authority and their roles, which are, as a wife and mother who obeys by supporting, preserving, and maintaining the patriarchal system. But as the new women themselves expressed their independence, these roles are hard to be expected. It was no other than new women's magazine Seito which arose against the Japanese patriarchal system. In this statement, careful observation was done on the novel based on tiny internal conflicts or the aspects of anguish, that could not have been illustrated enough after judging the significant issues of early modern liberalism of women based on new women's editorials, discussions, that were illustrated most directly and compressively. Through this, it was pointed out that Seito magazine is not consisted logically, and that reason for that is the female authors' different desires were tangled and it reflects the complicated situation of that period whether they were intended or not. Overall, unlike the literatures (men-centered) of same era, the genre of literature or the novel did not put them on prerogative place, and confirmation could be made once again that the women's writing aspects are related closely with gender recognition more than anything.

Research on how to promote fashion brands in the e-commerce era - Focusing on the work of a fashion PR agency - (e-커머스 시대 패션브랜드 홍보 방법에 관한 연구 - 패션홍보대행사 업무를 중심으로 -)

  • Song Ae Park
    • Journal of the Korea Fashion and Costume Design Association
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    • v.25 no.2
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    • pp.17-29
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    • 2023
  • The digital environment, which has been rapidly developing since the beginning of the 21st century, has become more specific due to COVID-19, and marketing strategies are rapidly changing to suit purchasing activities of Generation MZ, whose online purchases are becoming the center of their lives. A public relations agency is generally responsible for all aspects of making a client's product or service visible to the public through various forms of media. Among them, a company that performs only fashion-related tasks is called a "fashion PR agency". Now, the fashion industry is also centered on the e-commerce environment, and various digital marketing strategies have been developed and directly related to sales. This study examined the current status of online media and digital marketing, analyzes the aspects of fashion brand promotion strategies and methods in the e-commerce era, focusing on the work of fashion PR agencies, and suggests the direction of new online and offline promotion methods based on marketing and technological aspects. As a result of the study, first, theories on strategies for online media and digital marketing were examined, and found that the amount of online promotion has recently increased and become more specialized. Second, this study examines the concept of fashion PR agencies and analyzed their main tasks through interviews with fashion PR professionals. Third, based on successful online fashion promotion cases, the study analyzed fashion promotion strategies and methods that are being integrated online and offline in the e-commerce era. The main methods included SNS strategy, content strategy, performance strategy, influencer strategy, and event strategy, and it is suggested that integrated management is necessary for consistent brand image management, and an IMC (Integrated Marketing Communication) strategy, which intensively manages all strategies, should be employed.

The Study on the Sim(心) in Buddhism Medicine, Sasang Constitutional Medicine, and Oriental Medicine for construction of mind and body cure (심신치유를 위한 불교의학, 사상의학, 한의학에서의 심(心)의 연구)

  • Kim, Geun-Woo;Park, Seong-Sik
    • Journal of Oriental Neuropsychiatry
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    • v.23 no.1
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    • pp.1-15
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    • 2012
  • Objectives : The objective of this study is the Basic research for mind and body cure protocol construction through the Sim(心) study at Buddhism Medicine, Constitutional Medicine, and Oriental Medicine. Methods : 1. The Sim(心) in Buddhism is a target of spiritual culture and subjective awareness of An ascetic person in interior psychology. In this research, the Sim(心) has been modified within a concept of Early Buddhism and You-sic in order to have medical logicality. 2. Since the study deep into Sim(心) within Confucianism has various aspects, each Confucian's theory argument or era. We limited the significance of the Sim(心) to be associated with the category of the Sim(心) in Sasang Constitutional Medicine which is a product of practical Confucianism. 3. The criteria of debate for the Sim(心) is based on the "Hwang-je-nae-gyoung", because "Hwang-je-nae-gyoung" is founded to definite the term regarding spirit or mind in Oriental medicine Results : 1. "Hwang-je-nae-gyoung" which came from thought of You-Sic, thought of Taoism, and Early Buddhism becomes the theoretical basis for the Sim(心) in Buddhism Medicine, Sasang Constitutional Medicine, and Oriental Medicine. 2. The Sim(心) in the mind psychology of Buddhism Medicine, Sasang Constitutional Medicine, and Oriental Medicine has active aspects. but the visual thing // There are visual aspects being contrasted with 'Sim(心)' of mind psychology and aspects of activity in Buddhism medicine, Sasang constitutional Medicine and Oriental Medicine; which are 'Hrd', 'Hrdaya', 'four-large' 'five base', 'chin, chest, navel and abdomen', 'head, shoulder, waist and buttocks' consisting 'the body', and the heart and 'four interorgans' from the study of symbolical interorgans). In Buddhism Medicine, Sim(心)'s Epistemology is the most extensively understood fact about 'Sim(心)', and for Sasang Constitutional Medicine and Oriental Medicine. 'Sim(心)' is limited as an 'Element' that comprises the body. 3. The Functional area of the Sim(心) in the Buddhism Medicine, Sasang Constitutional Medicine, Oriental Medicine is composed with 'consciousness(意識)' 'manas-vij_na(末那識)', '_aya-vij_na(阿賴耶識)', 'mind greed(心欲)', 'Li(理)' and 'Sin(神)', about the interpretive area of 'Sim(心)', 'Sin(神)' of Oriental medicine is the most comprehensive concept, and on the side of the depth of 'thinking' and 'consciousness', '_aya-vij_na(阿賴耶識)' from Buddhism Medicine in the key point. 4. The Sim(心) in the Buddhism Medicine, Sasang Constitutional Medicine, has the positive and negative aspects, such as the 'Dukkha(煩惱)' and A merciful heart or Human Sim(心) and Taoism Sim(心).

The Impact of the Well-being Trend and Attributes of Choice for Walnut-cookie on Purchase Intention (웰빙트렌드와 호두과자 선택속성이 소비자 구매의도에 미치는 영향)

  • Min, Kyung-Mook;Ha, Kyu-Soo
    • Journal of Families and Better Life
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    • v.26 no.6
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    • pp.193-207
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    • 2008
  • This study analyzed the impact of the well-being trends and the attributes of the choice of the walnut-cookie on the consumer's purchasing intention. The results of this study would enhance newly revised product so that brand and product marketing strategy would be strengthened. This study also would contribute for the consumer related management through systematic and exploring research regarding consumers' expectation of products' values and trends. Specific results are as followings. Well-being oriented trends had various meanings such as "Commercial Well-being", "Eco-friendly Well-being", "Physical Well-being", and " Favors for leisure". Consumer's attributes of choice for the walnut-cookie were "Branding", "The Value of Traditional Food", "Environmental Position", and "The Function of Products". And the "Popularity", "Nutrition". and the "Service" were most preferred factors to be chosen. The multiple regression analysis was tried to test the impact of demographics, well-being trend, and the attributes of choice for walnut-cookie influence on the consumer's purchasing intention. The statistically significant factors were age, job, and leisure oriented consumer style of consumer's characteristics as well as corporation's brand strategy on a basis of marketing aspects. The younger groups, leisure pursing groups, and student groups showed the higher level of purchasing intention for the walnut-cookie compared to other groups.