• Title/Summary/Keyword: Restaurant recommendation

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Mobile Device User Trajectory Analysis and Route Recommendation Method based on Intersection Region Indexing (교차점 기반 구역 인덱싱을 이용한 모바일 장치 사용자 이동 궤적 분석 및 경로 추천 방법)

  • Kwak, Kwangjin;Kim, Jeongjoon
    • The Journal of the Convergence on Culture Technology
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    • v.1 no.1
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    • pp.79-85
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    • 2015
  • According to the growing use of the personal GPS in the mobile device recently, the LBS (Local bases service), which processes and refines the GPS information, such as a position-tracking service, a public safety service, a local based information service, has increased steadily. Due to the refraction or reflection of GPS, however, it is impossible to use GPS around or in buildings. Therefore, it is necessary to correct the errors of GPS. We propose the method which corrects the errors of GPS and creates the refined trajectory using intersection region indexing. After analyzing the trajectory, receiving trajectories from many people and identifying the similarity between of trajectories, we will recommend the favorite route and useful information such as restaurant, convenience store, bus station and emergency call service.

A Study on the Eating Out Behavior of University Students in Seoul (서울시내 대학생의 외식행동에 관한 조사 연구)

  • Chung, Chin-Eun;Kim, Hee-Sun
    • Journal of the Korean Society of Food Culture
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    • v.16 no.2
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    • pp.147-157
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    • 2001
  • In order to investigate the eating out behavior of university students, this survey was conducted using the questionaires for 710 students(369 male, 341 female) from 11 universities in Seoul. It was revealed that 39.4% of the subjects spent $60,000{\sim}100,000$ won for monthly eating out cost and 57.8% of them ate out more than once a day. Most of them expended less than 3,500 won for lunch, while 36.5% of them spent $4,000 {\sim}5,000$ won for dinner. Dinner was regarded more important than lunch. Korean foods were the most preferred menu for eating out with friends and fast foods were the second. But Boonsik(snack bar foods), Chinese foods and Japanease foods were rarely selected. Frequency of selecting fast foods was 8 times greater than that of Boonsik. This indicates that the preference of western flavor and the pursuit of convenience is getting more obvious. While dating, western foods were preferred, followed by Korean foods, fast foods. The 80 kinds of foods were reported as favored eating out foods. Although 50 among 80 were Korean foods, the rest of them were Koreanized foreign foods most of those were western style. This may suggest that when the students become adults, they will be much fond of western dish for their dinning out. This tendency of preferring western flavor were much apparent in foods for dinner compared with lunch. In both sexes, the standard of food choice was in the order of taste, price, mood, hygiene, service and brand name. But male students were more conscious of price and service while female students were more concerned about taste and hygiene. Most unsatisfying feature in restaurant was unstable atmosphere for both sexes. Taste was the most important sensory factor in selecting the foods, followed by appearance, smell and texture. Major source of restaurant information was recommendation by friends or relatives. But the use of internet or magazine was negligible. Female students had more positive attitude, compared with male students, in using restaurant information and pursuing eating out for gourmet. The dining out menu of which price ranges about $3,000{\sim}5,000$ won could be preferable foods for most people. Therefore, instead of blaming them for eating too much fast foods, new menus which fit the food preference and affordability of the students should be developed.

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An Analysis on Choice Factors of Food Court Customers to Co-Branding Strategies (공동 브랜드 전략을 위한 푸드 코트 이용고객의 선택속성 분석)

  • Hong, Yeo-Wool;Choi, In-Sub;Na, Tae-Kyun
    • Culinary science and hospitality research
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    • v.13 no.1 s.32
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    • pp.1-10
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    • 2007
  • Co-branding of food courts is turning into a trend with the activation of recent entrance of famous restaurants into shopping departments and other large-size buildings. This research analyzes the effects of co-brand food courts on the choices of dining enterprises by dealing with the customers of these newly activated food courts in shopping malls and large-size buildings. By analyzing the effects of the present status of customers' using food courts according to the characteristics of their choices of dining enterprises, food and brand elements were found to have an effect on the restaurant brand recognition of food courts, and price factor was found to have an effect on an visitors' recommendation intension. Therefore, customers who set importance on food and brand elements tend to take the brand of food courts into consideration as well; therefore, the maintenance of food quality and strengthening of brand image are mandatory in case of food court operation.

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Hierarchical Value Map of the Korean Restaurant Experience of Foreigners - An Application of the Laddering Technique - (래더링 기법을 통한 한식당 이용 외국인의 추구 가치 분석)

  • Yang, Il-Sun;Cha, Sung-Mi;Shin, Seo-Young;Baek, Seung-Hee;Lee, Hae-Young
    • The Korean Journal of Food And Nutrition
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    • v.22 no.4
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    • pp.687-695
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    • 2009
  • The present study attempted to offer more insights into the foreign consumers' consumption decision structure of Korean restaurants located in foreign countries. A survey was designed based on the means-end chain theory, using the laddering interview technique. The qualitative data obtained from 10 Americans, 10 Japanese, and 10 Chinese were content analyzed and resulted in categories such as 'new experience', 'interest in Korea', 'recommendation', 'good food', 'easy to access', 'service', 'dining environment', and 'price' as perceived attributes of choice. The hierarchical value maps linking attributes, psychological consequences, and terminal values were presented. The most frequent consequences were 'experience new culture', 'be exposed to new experience', and 'learn more about Korea' which were related to 'happiness', 'pleasure', 'good relationship', 'desire fulfillment', and 'self-satisfaction' as personal values. Laddering interviews, which required laborious analysis, provided important information on the relationship between perceived attributes and the reasons for choosing Korean restaurants.

Development of Restaurant Recommendation System Using K-Pop Hashtag Crawling (K-POP 연관 해시태그 크롤링을 이용한 맛집 추천 시스템 개발)

  • Kim, Hwa-Seon;Lee, Chae-Yeon;Cho, Seo-Yun;Nah, Jeong-Eun
    • Annual Conference of KIPS
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    • 2022.11a
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    • pp.878-880
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    • 2022
  • COVID-19 상황 속에서도 전 세계 Twitter K-POP 콘텐츠 관련 트윗 양은 78억 건 이상으로 매년 성장세를 보인다. Twitter 내 K-POP 팬들은 아티스트 관련 해시태그를 포함한 트윗을 작성하여 같은 팬덤끼리 실시간으로 정보를 전달하고 생산한다. 이러한 맛집 트윗들은 K-POP 팬들이 Twitter 내에서 신뢰도 있는 맛집 정보를 얻는 용도로 사용된다. 하지만 팬들이 정보를 얻기 위해서는 여러 맛집 해시태그로 검색하고 리트윗 수가 많은 트윗을 직접 찾아야 한다. 기존의 맛집 추천 시스템은 서비스 제공자 중심의 구조를 띤다. 서비스 제공자가 일방적으로 정보를 전달하거나, 사용자 리뷰 갱신 간격이 길다는 한계가 존재한다. 본 논문에서는 Twitter 내 K-POP 맛집 해시태그가 포함된 트윗을 Twitter API와 Tweepy를 사용하여 크롤링하였다. 수집한 데이터의 좋아요 수와 리트윗 수를 바탕으로 데이터 필터링을 진행하여 bot user와 광고 계정이 제외된 맛집 관련 트윗을 추출한다. 최종적으로는 추출한 트윗의 정보를 마커로 표시하여 웹 사이트를 제작하였다. K-POP 팬들은 맛집 해시태그를 검색하여 일일이 찾을 필요 없이 웹 사이트에 방문하여 맛집 위치를 확인할 수 있다. 웹 사이트 사용자의 위치가 지도상에 표시되어 가까운 맛집을 찾기도 편리하다. 본 논문에서는 맛집의 위치를 서대문구로 한정하여 진행했다.

Developement of Customized Restaurant Recommendation Application by Category Using Kotlin (코틀린을 이용한 카테고리별 맞춤형 식당 추천 애플리케이션 개발)

  • Lee, Hyung Mook;Kim, Min Sun;Yun, Sung Jin;Lee, Hyun Sik;Jo, Min Ho;Choi, Nak Jun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.07a
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    • pp.285-288
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    • 2022
  • 최근 코로나 확진자가 감소함에 따라 집합금지 명령이 해제되고 단계적 일상 회복이 진행되고 있다. 이에 맞춰 온라인 수업을 진행하던 학교들이 대면 수업으로 전환됨에 따라 학생들이 학교로 돌아오게 되었다. 하지만 학교에 처음 온 학생들은 학교 주변 상권에 대해 잘 모르는 경향이 있다. 본 논문에서는 이러한 학생들의 고민을 줄여주기 위하여 카테고리별로 맞춤 식당을 추천해주는 서비스 개발하였다. Kotlin을 활용한 안드로이드 애플리케이션 형태로 개발하였으며, 네이버 지도를 활용하여 식당의 위치를 알려주도록 하였다. 또한 Firebase를 활용한 게시판을 통해 소통의 창구를 마련하고 간단한 게임 등을 통해 학우들 간의 친밀도를 높일 수 있는 콘텐츠를 제공하였다.

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Effects of Relational and Mandatory Influence Strategies on Sales Representatives and Headquarter Trust (관계적과 강제적 영향전략이 본사 신뢰에 미치는 영향 : 영업사원 신뢰의 매개역할)

  • Lee, Chang-Ju;Lee, Phil-Soo;Lee, Yong-Ki
    • Journal of Distribution Science
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    • v.14 no.6
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    • pp.53-63
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    • 2016
  • Purpose - This study examines the effects of the influence strategies on sales representative and headquarter trust, and investigates how sales representative trust plays a mediating role in the relationship between influence strategies and headquarter trust. For these purposes, a structural model which consists of several constructs was developed. In this model, influence strategies that consist of relational influence strategies (information exchange, recommend, promise) and mandatory influence strategies (legal plea, request, threat) were proposed to affect the sales representative trust and in turn, increase the headquarter trust. Thus, this study proposed that sale representative trust plays a core mediating role in the relationship between relational and mandatory influence strategies and headquarter trust in B2B food materials distribution context. Research design, data, and methodology - For these purposes, the authors collected the data from 208 B2B specialized complex agents. We used the 2,200 B2B specialized complex agents which trade with CJ, Ottogi, and Daesang firms and supply food materials to restaurant, school cafeteria, supermarket and traditional market as a sample frame. Once we identified 330 B2B specialized complex agent owners, CEOs, and/or Directors who had agreed to participate in this study, we dropped off a questionnaire at each B2B specialized complex agent and explained the purpose of this study. The survey was conducted from October 1, 2015 to December 15, 2015. A total of 230 questionnaires were collected. Of these collected questionnaires, 28 questionnaires excluded since they had not been fully completed. The data were analyzed using frequency test, reliability test, measurement model analysis, and structural equation modeling with SPSS and SmartPLS 2. Results - First, information exchange, recommendation, and promise of relational influence strategies had positive effects on sales representative trust. The threat of mandatory influence strategies had a negative effect on sales representative trust, but legal plea and request did not have a significant effect on sales representative trust. Second, information exchange and recommendation of relational influence strategies had positive effects on headquarter trust, but promise did not. Also, legal plea, request, and threat of mandatory influence strategies did not have a significant effect on headquarter trust. Third, this findings show that sales representative trust plays a partial mediator between information exchange and headquarter trust, and threat and headquarter trust, and a full mediator between promise and headquarter trust, and recommendation and headquarter trust. Conclusions - The aim of this study was to examine the effects how diverse dimensions of relational and mandatory influence strategies relate to sales representative trust and headquarter trust. To do so, we integrated the influence strategies and the trust transfer theory to hypothesize that various influence strategies increase sales representative and headquarter trust. The findings of this study suggest that headquarter firms should establish and enforce proper influence strategies guidelines to make clear what proper actions sales representatives should implement in relationship with B2B specialized complex agents. Also, relational and mandatory influence strategies must be regarded as a long-term and ongoing strategy that eventually build a long-term orientation with B2B specialized complex agents and guarantee a company's sustainable growth and success.

A Study on the Effect of the Mediator of the Service Quality of Japanese Restaurants to Behavior Intention (일식 레스토랑 서비스품질이 고객만족을 매개로 행동의도에 미치는 영향)

  • Song, Hye-Young;Lee, Jong-Ho
    • Culinary science and hospitality research
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    • v.21 no.1
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    • pp.174-190
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    • 2015
  • This study looks at a causal relationships between service quality and behavior intention(re-visiting, recommendation, loyalty) to attract customers and make them loyal customers in the context of Japanese restaurants. The study includes 250 consumers who have experience in Japanese restaurants located in Busan to conduct survey for empirical testing. To achieve the purpose of current study, frequency test, multiple/simple regression analysis, and factor analysis were conducted with SPSS 18.0 statistical program. Structure Equation Model analysis has been employed for hypothesis testing. Results showed that the service of employee has been recognized as an primary factor among elements of Japanese restaurants' service quality to satisfy customer, and employee's service is the strongest affecting factor to consumers' behavioral intention as well. In addition, the food quality identified as an the strongest factor that affects behavior intention, whereas physical environment is the lowest factor. It can be interpreted that the quality of food is very important element to make their consumers revisit or recommend the restaurant to others. In this study, especially, the service of the employee has been identified as an key factor to customer satisfaction and behavioral intention. Therefore, CEO or restaurateurs of Japanese restaurants have to consider the importance of service quality and food quality to make more patrons as well as their business success.

A Study on Eating Out Behaviors of Adults in Jeonju Classified by Age (전주지역 성인의 연령별 외식행태에 관한 연구)

  • Yang Hyang-Sook;Lee Ji-Eun;Rho Jeong-Ok
    • Korean Journal of Human Ecology
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    • v.9 no.2
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    • pp.75-83
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    • 2006
  • This study was carried out to investigate the eating out behaviors of adults in Jeonju area. A total of 500 adults were surveyed by questionnaires during January 2004. The subjects were aged 20 to over 50 years, and were classified into 4 groups (age $20{\sim}29,\;30{\sim}39,\;40{\sim}49$, and over 50). The data were analyzed using the SPSS 10.0 program. The results are summarized as follows: 78.2% of adults aged 50 and over answered they are 'eats three meals every day' (p<0.05). Breakfast was skipped in 73.3% of $20{\sim}29$ age group(p<0.001). As the age goes up, three meals and breakfast ratio were high. The highest frequency to dine out with a subjects were 2 or 3times a month(31.2%). About 40% of the $30{\sim}39$ age group spent daily $20,000{\sim}30,000$ Won for eating out. Korean foods were the most preferred menu for eating out in $40{\sim}49$ age group(p<0.001). Taste of food was the most important factor in selecting the menu (57.2%). Major source of restaurant information was recommendation by friends or relatives in $20{\sim}29$ age group(p<0.001). Dinner eat out was most frequent(45%) and lunch eat out on dinner eat out was 29%. Especially, 65.8% of $30{\sim}39$ age group was highest.

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The Effect of Purchasing Motives and Selective Attributes of Medicinal food on Customer Attitude (약선 요리의 구매동기, 선택속성, 구매태도의 구조적 관계 연구)

  • Choi, Sung-Woong;Kim, Tea-Soon
    • Culinary science and hospitality research
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    • v.17 no.4
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    • pp.204-218
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    • 2011
  • This research suggests development of medicinal food in the future, establishes a marketing strategy for securing and maintaining customers of medicinal food restaurants and proposes efficient management directions for medicinal food in the food service industry. The higher the level of medicinal food that can satisfy consumer demand for health such as prevention of adult diseases, fat content, Organic food, etc, the more the purchasing motives of medicinal food including repurchase intention and recommendation are shown. The result of the hypothesis testing shows that the purchasing motives in the influencing factors such as prevention of adult diseases, fat content, organic food, food balance have significant influence on satisfaction in the mediating factors. Based on these analysis results, this study offers useful information about medicinal food and management of a restaurant specializing in medicinal food.

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