• Title/Summary/Keyword: Restaurant Recommendation

Search Result 69, Processing Time 0.027 seconds

A Collaborative Filtering-based Restaurant Recommendation System using Instagram-Post Data (인스타그램 포스트 데이터를 이용한 협업 필터링 기반 맛집 추천 시스템)

  • Jeong, Hanjo;Song, Eunsu;Choi, Hyun-Seung;Park, Won-Jeong
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2020.07a
    • /
    • pp.279-280
    • /
    • 2020
  • 최근 소셜 미디어로 이름을 알린 이색 카페와 맛집을 찾아다니는 문화가 확산되는 추세이다. 블로그 포털 검색을 통해 찾아본 맛집은 광고성 게시물이 많아서 신뢰도가 떨어지고, 맛집 관련 게시물 수가 많아서 모든 게시물들을 수동으로 읽기는 불가능하다. 본 논문에서는 사용자들이 선호해서 자발적으로 공유하는 신뢰도 높은 인스타그램의 맛집 포스트 데이터를 이용하여 아이템 기반의 협업 필터링(Item-based Collaborative Filtering) 기법을 통해 사용자의 취향에 맞고 선호할 만한 맛집을 자동으로 추천해주는 알고리즘 및 시스템을 소개한다.

  • PDF

Restaurant Recommendation Application for disabled person (장애인을 위한 음식점 추천 앱)

  • Lee, Inha;Park, Doo-Soon
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2013.11a
    • /
    • pp.1147-1148
    • /
    • 2013
  • 장애인들의 불편함을 도와주기 위해 스마트폰을 이용하여 장애인을 위한 음식 추천 시스템을 구현하였다. 장애인들은 시각 장애인, 청각 장애인, 지체 장애인들이 있으며 모든 장애인들이 스마트폰을 이용하여 음식점을 추천해주는 앱이다. 사회 약자들에게 많은 도움이 될 것이라 생각된다.

A Study on the Relationship among Service Quality and Customer Satisfaction of Wedding Hall Restaurants, and Recommendation Intention - Focusing on the Moderating Effect of Wedding Hall and Hotel Image - (웨딩홀 레스토랑의 서비스 품질과 고객만족, 그리고 추천의도 간의 관계연구 - 웨딩홀 및 호텔 이미지의 조절효과를 중심으로 -)

  • Kim, Young Kyun
    • Culinary science and hospitality research
    • /
    • v.22 no.5
    • /
    • pp.252-266
    • /
    • 2016
  • The purpose of this study is to verify a relationship among service quality and customer satisfaction of wedding hall restaurants, and recommendation intention, as well as the moderating effect of image of wedding halls and hotels on the relationship. A hierarchical regression analysis thorugh SPSS was conducted to test the model hypotheses. Research samples were collected from 331 customers of wedding hall restaurants and hotels located in Seoul. The findings and implications of the research can be summarized as follows. First, the employees, facilities and environment service, and convenience of wedding hall restaurants had a positive effect on customer satisfaction of wedding hall restaurants. Second, evidence suggested that service quality of wedding hall restaurants had a positive effect on recommendation intention. Third, while there was a negative moderating effect of image of wedding halls and hotels between food and employee service quality and customer satisfaction, a positive moderation effect of image of wedding halls and hotels was found. Fourth, there was a negative moderating effect between customer satisfaction and recommendation intention.

A Study on the Effect of Perceived Risk in Choosing a Korean Restaurant on Customer Behavior - Based on Chinese Students Studying in Korea - (한식당 선택 시 인지된 위험 지각이 고객 행동 의도에 미치는 영향 - 중국인 유학생을 대상으로 -)

  • An, Hyun-Ae;Byun, Gwang-In;Kim, Dong-Jin
    • Culinary science and hospitality research
    • /
    • v.16 no.3
    • /
    • pp.51-65
    • /
    • 2010
  • This study attempts to examine how the perception of risk and customer satisfaction influence the intention to recommend when selecting a Korean restaurant. 257 copies of the questionnaire for the Chinese students studying in Daegu and Gyeongsangbuk-do are analyzed. Three hypotheses were established and the results are as follows. First, as a result of difference analysis about perception of risk depending on dining types, there are significant differences in all factors of preception of risk partially. Second, as a result of difference analysis of customer behavior depending on dining types, there are significant differences between revisit intention and recommendation intention, and dining motivation and preferred Korean menu. Third, the effects of 6 factors of perception of risk on customer behavior are analyzed, and there are decreased customer satisfaction as the customers perceive financial and psychological crisis highly.

  • PDF

Services Innovation Using Web Technology: A Case of Consumer Adoption of Family Restaurant Web Sites (웹 기술을 활용한 서비스 혁신: 패밀리 레스토랑 웹사이트 소비자 수용 사례)

  • Lim, Se-Hun;Kim, Dae-Kil;Whang, Jae-Hoon
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.16 no.5
    • /
    • pp.137-149
    • /
    • 2011
  • Today, a web site is used as a strategic method to fulfill a company's objectives. In particular, a web site provides a service for customers to find satisfaction in visiting family restaurants, and it recently has helped to attract the interest of a variety of customers. Currently, companies that manage family restaurants operate their Web sites as strategic tools and use them to perform public relations and marketing of their restaurants. This effort influences management and helps to improve the business and profitability of family restaurants. The research model of this study is an expansion of the Technology Acceptance Model (TAM) and examines whether ease of use and usefulness of family restaurant web sites influence the relationship of intention to use, actual use, and recommendation to use by gender. The results of this research would suggest that web sites are useful in establishing a marketing strategy for companies that operate family restaurants.

Development and Evaluation of Sanitation Education Media for Restaurant Employers and Employees (외식업소 업주 및 조리종사자를 위한 위생교육매체 개발 및 평가)

  • Park, You-Hwa;Kim, Hyun-Hee;Shin, Eun-Kyung;Jun, So-Yun;Lee, Yeon-Kyung
    • Journal of the Korean Dietetic Association
    • /
    • v.14 no.2
    • /
    • pp.139-151
    • /
    • 2008
  • Presently, media for sanitation education consisting of a sanitation manual and a CD-ROM intended for restaurant employers and employees was developed and evaluated. The sanitation manual consisted of five principles: prevention of foodborne illness, personal hygiene, control of food production, instrument and equipment cleaning and sanitation, and management of environmental sanitation. The CD-ROM was composed of animations detailed real-life examples of Salmonella, Staphylococcus aureus, and Norovirus foodborned illness outbreaks; slides summarizing the five principles of the manual; and a poster entitled You can prevent foodborne illness listing and describing the principles. A 15 question evaluation survey was developed to gauge the efficacy of the animations. The survey was divided into five sections on comprehension of the instructions, content organization concerning understanding, content organization concerning the information presented, content organization concerning retention of interest (concentration), and recommendations concerning concentration. Ranked on a 5-point scale the survey produced a mean value of 3.80$\pm$0.39 and individual scores of 3.92$\pm$0.45 (learning instruction), 3.86$\pm$0.48 (understanding), 3.82$\pm$0.52 (information), 3.75$\pm$0.49 (concentration), and 3.67$\pm$0.58 (concentration-recommendation). Overall, evaluation results of the animation were good and easy to understand, with only a few respondents electing to watch the animations more than once. In terms of continuous and recurring education, sanitation training programs should be easy to learn and contain sufficient and specific examples of the importance of sanitation in achieving food safety.

  • PDF

The Effects of Franchisor's Influence Strategies on Franchisee's Relationship Satisfaction and Boundary Spanning Behaviors in the Restaurant Industry (외식 프랜차이즈 본부의 영향 전략이 가맹점의 관계 만족과 영역 초월 행동에 미치는 영향)

  • Yoo, Young-Jin;Lee, Tae-Yong;Ha, Dong-Hyun
    • Journal of the East Asian Society of Dietary Life
    • /
    • v.21 no.2
    • /
    • pp.284-297
    • /
    • 2011
  • The purpose of this study was to investigate whether a franchisor's influence strategies could affect a franchisee's relationship satisfaction, which in turn could affect their boundary spanning behaviors. The constructs of influence strategies included promise, recommendation, information exchange, request, threat, and legalistic plea. The boundary spanning behaviors were external representation, internal influence, and service delivery. The sample used for this research consisted of store owners or managers of franchisee restaurants in Korea. A total of 605 questionnaires were analyzed using SPSS/$PC^+$ and LISREL. Empirical research findings were that (1) promise, recommendation, and legalistic plea affected relationship satisfaction, and (2) relationship satisfaction influenced external representation, internal influence and service delivery. However, information exchange, request, and threat did not affect relationship satisfaction. Based on these findings, franchisors were recommended to provide motivations to franchisees if the former wants to receive help from the latter.

Design and Implementation of the Database System for Personalized Food and Diet Recommendation Based on 8-Oriental Body Constitution and Physical Information (한방 8체질과 신체 정보를 활용한 맞춤 음식과 식단 추천 데이터베이스 시스템 설계 및 구현)

  • Lee, Jeong-Hoon;Lee, Sang-Deok;Chung, Ye-Won;Lee, Yu-Jeong;Moon, Yoo-Jin
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2020.01a
    • /
    • pp.187-188
    • /
    • 2020
  • 본 논문에서는 한방 8체질 및 신체정보 관련 데이터셋을 바탕으로 개인 맞춤 식품 및 식단을 추천하는 데이터베이스의 설계·구축을 수행한다. 또한 이 시스템을 이용하여 추천된 식품(식단)과 희망하는 지역을 입력했을 때 선별된 음식점 정보를 제공한다. 데이터베이스 생성 프로세스와 수집한 데이터를 통해 데이터베이스 설계, 데이터 수집, 생산 및 처리 예제, 데이터베이스 활용 등에 대해 다양한 방법을 제공한다. 일상생활에서 데이터베이스 시스템을 활용함으로써, 이 시스템은 한의원 또는 전문채널을 통해 알 수 있었던 맞춤 식단 정보를 대중에 공개되어 정보 진입장벽을 낮추고 편의성을 도모한다. 이로써 오늘날 고령 사회에 진입한 대한민국에서 국민들이 건강한 식생활을 지원하여 궁극적으로 국민 건강 증진에 기여한다.

  • PDF

A Study on the use of Word-of-Mouth(WOM) Information in the Customers of Korean Local Food Restaurants: Focused on Jeonbuk Area (향토음식점 이용고객의 구전정보 이용 특성 분석: 전북지역을 중심으로)

  • Kim, Chul-Ho;Cha, Jin-Ah;Choi, Mi-Kyung;Jung, Hyun-Young
    • Culinary science and hospitality research
    • /
    • v.17 no.3
    • /
    • pp.20-32
    • /
    • 2011
  • The purpose of this study is to analyze customers' behavior in using word-of-mouth(WOM) information about Korean local food restaurants. The questionnaire developed for this study was distributed to 500 customers living in Jeonbuk area and a total of 455 copies (91.0%) were used for analysis. The statistical analysis was conducted using SPSS Win(12.0). The results were summarized as follows. The recommendation of people experienced'($M=3.57{\pm}1.24$) and 'word-of-mouth through people around'($M=3.52{\pm}1.20$) were major word-of-mouth information sources of Korean local foods; 'taste of food'($M=4.16{\pm}1.15$) and 'service quality'($M=3.79{\pm}1.11$) were important attributes in word-of-mouth information. In addition, to the question about the reasons for recommending the restaurant to the people around, the most people replied that 'flavor, nutrition and quality of local foods can be kept only in the specific location' ($3.53{\pm}1.08$), followed by 'to keep the memory of the visit to the areas in mind through local foods'($3.51{\pm}1.03$). These results showed that people usually recommend a restaurant based on the quality of the food itself or local characteristics. As a result, it is deemed that word-of-mouth effect is an important factor for the spread of Korean local foods.

  • PDF

Mobile Context Based User Behavior Pattern Inference and Restaurant Recommendation Model (모바일 컨텍스트 기반 사용자 행동패턴 추론과 음식점 추천 모델)

  • Ahn, Byung-Ik;Jung, Ku-Imm;Choi, Hae-Lim
    • Journal of Digital Contents Society
    • /
    • v.18 no.3
    • /
    • pp.535-542
    • /
    • 2017
  • The ubiquitous computing made it happen to easily take cognizance of context, which includes user's location, status, behavior patterns and surrounding places. And it allows providing the catered service, designed to improve the quality and the interaction between the provider and its customers. The personalized recommendation service needs to obtain logical reasoning to interpret the context information based on user's interests. We researched a model that connects to the practical value to users for their daily life; information about restaurants, based on several mobile contexts that conveys the weather, time, day and location information. We also have made various approaches including the accurate rating data review, the equation of Naïve Bayes to infer user's behavior-patterns, and the recommendable places pre-selected by preference predictive algorithm. This paper joins a vibrant conversation to demonstrate the excellence of this approach that may prevail other previous rating method systems.