• Annual Conference on Human and Language Technology
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• 2020.10a
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• pp.578-581
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• 2020

제품을 추천하는 기능은 사용자의 콘텐츠 또는 제품 소비량에 직결되기에 다양한 인터넷 플랫폼에서 많은 관심을 받고 있다. 이러한 제품 추천 시스템의 성능은 다양한 머신러닝 알고리즘과 딥러닝의 발전에 의해 성능을 비약적으로 개선되어왔다. 하지만 여느 딥러닝과 머신러닝 알고리즘과 마찬가지로 추천 시스템들의 성능은 빅데이터의 품질에 따라 매우 민감한 영향을 받는다. 본 논문에서는 모바일 배달 플랫폼에서 사용자들의 리뷰 데이터들을 통해 딥러닝과 빅데이터를 사용하여 음식을 추천하는 방법을 제안한다. 또한 사용자들의 리뷰 데이터들을 정제하여 데이터의 품질을 높이는 과정을 추가하여 그 결과가 성능에 얼마만큼 영향을 미치는 지를 실험을 통하여 분석한다.

• Korean journal of food and cookery science
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• v.19 no.2
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• pp.195-209
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• 2003

The purpose of this study was to identify the hazard analysis critical control point on food production and transportation flow, applied to home-delivered meals for the elderly. To carry out this study, 1) pan-fried oak mushroom and meat, soy sauce glazed hair tail, and roasted dodok were selected as high nutrient and preferred foods for the elderly and 2) time, temperature, and microbiological quality(standard plate count, coliform, Salmonella spp, Vibrio parahaemolyticus, Staphylococcus spp., Escherichia coli O157:H7, and Listeria monocytogenes) were measured at various phases of the home-delivered meal production and its transportation flows. The results of this experiments are as follows: The temperature measured at cooling phases during the home-delivered meal production flows was 19.2 ∼ 20.0$^{\circ}C$ for the pan- fried oak mushroom and meat and the roasted dodok and was 24.0 ∼ 25.2$^{\circ}C$ for the soy sauce glazed hair tail. These temperature were in the potentially dangerous zone. Microbiological analysis showed that S. spp. was higher in the raw ingredients, including oak mushroom, hair tail, radish, and dodok, than the standard limit. SPC was lower than the standard limit from cooking to transportation phase, but SPC increased significantly during the cooling and packaging phase. The level of coliform detected was far lower than the standard limit and was not detected at all during the transportation phase. Few S. spp. was detected in the pan-fried oak mushroom and meat, but was found in above standards limit during the wrap packaging phase in the soy sauce glazed hair tail and roasted dodok. The level decreased rapidly during the holding and transportation phase. Sal. spp., V. parahaemolyticus, S. spp., E. coli O157:H7, and L. monocytogenes were not detected. For the pan-fried oak mushroom and meat, the critical control points were during the purchasing and receiving of raw ingredients, cooling, and packaging phases. For the soy sauce glazed hair tail and roasted dodok, the critical control points were during the purchasing and receiving of raw ingredients, preparation, cooling, and packaging phases.

• The Korean Journal of Food And Nutrition
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• v.34 no.4
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• pp.365-371
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• 2021

This study was conducted to understand the type of use and satisfaction of delivery food by Chinese and Korean students. In December 2019, Korean and Chinese students living in Gyeonggi Province were analyzed using SPSS. The average number of food deliveries was 1~2 times a month and used 30.7% of the Korean students and 21.8% of the Chinese students. As for how to order food for delivery, 62.2% of Korean college students took up mobile apps, and 49.0% of Chinese students took up mobile phones. In terms of satisfaction after using delivery food, Korean students scored 3.89 points for taste and 3.74 points for using a neat and convenient packaging container, while Chinese students showed the highest score of 3.69 points for past eating experiences and 3.65 points for taste. As for the factors influencing the satisfaction after using the delivered food, the food quality satisfaction (β=0.518) for Korean students and favorable menu factor (β=0.533) for Chinese students were found. Therefore, it is judged that it is necessary to continuously improve the quality, service, convenience and diversity of delivered food, and health and safety factors in order to improve the delivery patterns and satisfaction of college students.

• Journal of the Korean Society of Food Culture
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• v.38 no.2
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• pp.73-82
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• 2023

Since delivery food has become a new dietary culture, this study examines consumer awareness through big data analysis. We present the direction of delivery food for healthy eating culture and identify the current state of consumer awareness. Resources for big data analysis were mainly articles written by consumers on various websites; the collection period was divided into before and after COVID-19. Results of the big data analysis revealed that before COVID-19, delivery food was recognized as a limited product as a meal concept, but after COVID-19, it was recognized as a new shopping list and a new product for home parties. This study concludes by suggesting a new direction for healthy eating culture.

• The Korean Journal of Franchise Management
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• v.15 no.2
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• pp.39-56
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• 2024

Purpose: Delivery food continues to grow. In the past, restaurant companies directly hired delivery workers to deliver food, but now, restaurant companies use delivery service platform companies to carry out delivery work rather than directly hiring delivery workers. Therefore, this study seeks to determine the impact of delivery food benefits in the restaurant industry on brand image, trust, and word-of-mouth intention. Research design, data, and methodology: To test the hypotheses of this study, 400 questionnaires were distributed and 340 were collected. Among these, 321 questionnaires, excluding 19 questionnaires that were answered insincerely, were used in the final analysis. Result. First, delivery food benefits were found to have a significant impact on brand image and trust. Second, brand image was found to have a significant effect on trust and word-of-mouth intention. Third, trust was found to have a significant effect on word-of-mouth intention. Conclusions: First, existing research focused on studying the attributes of delivery food in the restaurant industry, but this study studied the benefits that consumers can obtain through purchase among these attributes. Second, delivery food restaurants need to design promotions and advertisements in a way that displays coupons, points, or mileage. Third, quick delivery of orders can be a competitive advantage for delivery food restaurants.

• Journal of the Korean Society of Food Science and Nutrition
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• v.38 no.5
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• pp.618-625
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• 2009

The purposes of this study were to evaluate food safety knowledge and to assess home food safety performance of home-delivered meal service recipients. Two facilities providing home-delivered meal services for older adults were located in Seoul. A total of 120 service recipients were surveyed using an individual interview technique and 97 responses were used for data analysis. A statistical data analysis was completed using SPSS program (ver.14) for descriptive analysis, t-test, ANOVA, and correlation analysis. The majority of the participants were 70 years old or older and females. They perceived their health status as poor or very poor and took more than one kind of medicines. An average score of the food safety knowledge test was 11.48 based on 18 points (63.8%). The results revealed that the older adults knew the importance of hand washing but were not aware of when and how to wash hands. There was room to improve knowledge on cleaning and sanitizing fresh fruits and using wiping cloth. The knowledge score for each category was not significantly different by gender and age. The home food safety practices of the older adults was rated as 2.8 out of 4 points; the highest score was associated for proper food handling category and the lowest score was for cleaning and sanitizing. The worst performance was related to managing hand cuts and wounds (1.96). The total knowledge score and an average performance score were significantly correlated (p<0.01). Food safety education programs targeting the older adults who receive home-delivered meal services would improve the recipients' food safety knowledge and practices related to consumption of the meals at home. The programs should focus on not only improving food safety knowledge but also changing food safety practices.

• Journal of the Economic Geographical Society of Korea
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• v.25 no.4
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• pp.641-656
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• 2022

This article investigates how Baedal Minjok(BaeMin) has grown to be a dominant mobility platform operator in food delivery sector in South Korea and what roles its brand and branding have played in the process, drawing on the idea of origination. For the purpose, BaeMin is considered as a typical platformized mobility service provider and origination is framed to be an appropriate analytical lens for the business sector. For the origination conception, unlike mainstream neoclassical theory and concepts, is able to deal fairly well with the issues of imperfect competition, imperfect information, and monopolistic brand rent, which are apparent in today's platformized mobility services. Drawing evidence from textual data, empirical analysis pays particular attention to discursive and symbolic dimensions of BaeMin's socio-spatial biography. It is found that national origination underpinning ethnicity comprises an important pillar of BaeMin's brand and branding. Another form of place-based origination is also observed to matter, especially in the varied relation between the mobility service brand's owner and consumers. However, this configuration of BaeMin's brand origination has yet to be fully stabilized, as it has faced with serious challenges including brand vandalism and anti-brand movement especially since its merger to German food delivery platform giant Delivery Hero in 2020. This origination crisis moment appears to be associated with a series of contractions intrinsic to so-called 'platform capitalism'.

• Proceedings of the Korea Information Processing Society Conference
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• 2007.05a
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• pp.145-147
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• 2007

현재 기술은 모든 생활을 간편하고 빠르게 할 수 있는 체제로 지속적으로 발전하고 있다. 그에 따라 발달된 기술에 맞는 컨텐츠의 개발이 필요하다. 시간의 효율적인 사용이 성공을 가늠하는 중요한 사회에서 본 연구는 숙명여대 학생을 대상으로 식사시간의 효율적인 사용법을 제안한다. 지능형 주문대행업체는 간편하고 빠르게 음식을 주문 할 수 있는 서비스를 제공한 프로그램이다. 이는 모바일과 웹상에서 간편하게 프로그램과 연계된 음식점 업체로 주문을 할 수 있고 최종 배달까지의 시간을 명시해 줌으로써 바쁜 현대인들의 효율적인 시간 관리에 도움을 준다.

• Proceedings of the Korea Information Processing Society Conference
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• 2022.11a
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• pp.869-871
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• 2022

현재 사회적 문제로 잘못된 자원 재활용 방법 및 경비 노동자 근로 환경 개선 필요성이 지속해서 대두되고 있으며, 최근 발생한 코로나바이러스로 인하여 배달 음식의 수요가 증가하여 각 가정에서 배출되는 쓰레기의 양이 매우 증가하였다. 이러한 사회적 문제를 효율적으로 대처하기 위하여 본 논문에서는 분리수거가 가능한 사물을 인식하여 AI 모듈로 객체 정보를 전송하고 전송된 정보에 따라 적절한 분리수거를 수행하는 스마트 분리수거 자동화 시스템을 개발하였다. 본 연구에서는 잘못된 객체 정보 전송을 최소화하고, 객체 인식률의 정확도를 높이기 위하여 많은 종류의 Custom dataset을 Yolo_Mark, Scaling Annoter Tool을 이용하여 직접 라벨링 하였으며 K-means Clustering 알고리즘을 적용하여 더욱 정확한 분리수거 자동화 시스템을 구현하였다. 본 연구를 바탕으로 불필요한 자원과 인력 낭비를 줄일 수 있으며, 인간이 아닌 시스템에 의해 통제되므로 더욱 정확한 분리수거가 가능하다.

• Journal of Internet Computing and Services
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• v.20 no.4
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• pp.103-111
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• 2019

Due tothe popularity of personal web-casting 'Food Web Casting' program, the present study aims to examine its effects on real life. The study conducted a survey with Korean college students. Results from a survey of 256 participants showed that first, the most salient reason for watching 'Food Web Casting' was gratification for killing time and gratifications for food entertainment, information, vicarious, and para social interaction are followed. Second, vicarious gratification, killing time gratification, and vicarious gourmandism gratification had a positive effect on Food Wed Casting programs viewing time, while it is not found for effects of gratifications for information and pro-social interaction. Third, it is found that Food Wed Casting programs viewing had effects on viewing happiness and negative perception of fat people. However, it did not have an effect on frequency of food delivery service. Based on these findings,implication, limitations, and topics for future research are discussed.