멀티헤비테이션의 발전 가능성 및 수요특성 분석

최정민,Choi, Jung-Min 한국주거학회 2010 한국주거학회 논문집 Vol.21 No.1

The purpose of this study is to investigate the concept, the necessity, and the increase of popularity of multi-habitation, a new life style in which inhabitants in urban areas reside in primarily condominiums during weekdays and retreat to dwellings in rural areas on the weekends. This paper also focuses on finding implication messages from analyzing the demand of multi-habitation in a survey which was conducted for 735 people who live in Seoul and the surrounding metropolitan areas in July 2009. Analysis of literature shows that based on five aspects (population structure, social economy, lifestyle, tourism, and housing market) this dynamic lifestyle, multi-habitation, is believed to be common in South Korea, and may increase in popularity in the near future. The results of the survey illustrate that the respondents show high interest in multi-habitation, and their most preferred locations are the green areas around the Seoul metropolitan area, which are one to two hours away by car. Moreover, regarding the participants' preferences in rural areas they were classified into three groups; those who want to reside in a nature environment, those who want to reside near family and in a close community, and those who want to reside in an environment that has essential facilities and easy accessibility.

나이브 베이지안 분류기를 이용한 게시물 자동 분류를 위한 eCRM 에이전트 시스템

최정민,이병수,Choi, Jung-Min,Lee, Byoung-Soo 한국전기전자학회 2004 전기전자학회논문지 Vol.8 No.2

최근 전자 상거래에서 사용하고 있는 게시판은 고객의 능동적인 참여로 운영되며, 게시물은 고객의 직접적인 의사를 들을 수 있는 인 바운드(Inbound)정보로서 다른 eCRM을 위한 고객 접점 채널 과는 성격이 다른 도구이다. 또한 게시판의 효과적인 운영은 게시판 자체의 신뢰도를 향상 시키고 나아가 전자 상거래 전체의 신뢰도를 높여 줄 수 있는 중요한 eCRM 도구이다. 그러나 현재 대부분의 전자상거래에서 운영하는 게시판은 기 분류된 카테고리를 고객이 직접 수동으로 선정하도록 되어 있고, 이렇게 임의로 분류되는 게시물에 대하여 체계적인 처리 과정 없이 답변이 이루어지기 때문에 답변을 하는데 많은 시간이 소요 되고 있으며, 정확한 답변이 이루어지지 않고 있는 실정이다. 따라서, 본 논문에서는 여러 가지 종류의 게시물에 대하여 나이브 베이지안 분류기를 이용하여 게시판의 기존 문제점의 해결과 효과적인 운영 그리고 게시물의 체계적인 분류 관리를 할 수 있는 게시물 자동 분류기를 설계하고 구현하였다. 아울러 문서 분류 학습 기법 중 대표적인 TFIDF. k-NN, 나이브 베이지안 기법들의 게시물 분류 성능을 측정하여 채택한 나이브 베이지안 분류기의 우수성을 확인 하였다.

분석용 네트워크구축을 위한 교통주제도 품질확보방안

최정민,주용진,최애심,Choi Jung-Min,Joo Yong Jin,Choi Ae Sim 한국공간정보학회 2004 한국공간정보학회지 Vol.12 No.3

Transportation digital map has built based on NGIS (national geography institute's 1 :5000 digital database) which derived from the aerial photo materials. Transportation digital map is a part of National Transportation Database Building Project carried out by the Korea Transport Institute and Ministry of Construction and Transportation. Transportation digital map for the purpose of transportation plan and investment has been updated and corrected the NGIS database especially for road network. Transportation digital map database is essential basic data fully applied for transportation policy and planning. The database must be reliable and objective to be applied for national transportation policy decision and transportation analysis. In addition, it needs accuracy and currentness to reflect the road network for the survey year. To satisfy the purpose of the database, following steps are necessary first, data Production and building has to be done by guideline of survey and database building. Secondly, geometric and logical errors which can occur during the survey and database building should be carefully detected. Thirdly, sectional guideline for database examination and procedure needs to be set up systematically and coherently This study is about examination guidelines for section and procedure on nodes and links which are essential object in transportation digital map database. According to the type of error, consistent and systematic error examination can lead to quality guarantee for objective and reliable database.

멀티해비 라이프스타일 실천자의 전원생활 정착과정에 관한 연구

최정민,Choi, Jung-Min 한국주거학회 2013 한국주거학회 논문집 Vol.24 No.4

This study examined the key factors that significantly improved the demand of multi-habitation. It determined the factors at the macroscopic level (or push factors) and the microscopic level (or pull factors). Focusing on a microscopic viewpoint, this study looked at the process of settlement through investigating 78 MH residents in the Seoul metropolitan area. The survey included the questions, such as who they are, how they prepared for moving, and how much they enjoyed their rural lives. In addition, any differences in this process were analyzed depending on respondents' characteristics. Major findings are as follows: First, general macro-level circumstances seemed supportive for the MH lifestyles. Second, six keywords were determined to represent the recent MH trends. They are "semi-sedentism, clustering, young people, female, money, and policy". Third, the distances between the original towns for native residents and new second-home towns for MH residents affected the interactions among them. However, these two groups had better relationships when the second-home towns were apart from the original towns. I then considered the need of a buffer zone between the two residential areas for MH residents. The conceptual difference between MH residents (i.e., semi-sedentism) and original rural residents (i.e., sedentism) might require certain types of buffer zones to continue good relationships among them.

다속성 빅데이터로부터 유용한 정보 추출에 관한 연구 - 서울시 1인 가구를 중심으로 -

최정민,김건우,Choi, Jung-Min,Kim, Kun-Woo 한국주거학회 2014 한국주거학회 논문집 Vol.25 No.4

This study proposes a data-mining analysis method for examining variable multi-attribute big-data, which is considered to be more applicable in social science using a Correspondence Analysis of variables obtained by AIC model selection. The proposed method was applied on the Seoul Survey from 2005 to 2010 in order to extract interesting rules or patterns on characteristics of single household. The results found as follows. Firstly, this paper illustrated that the proposed method is efficiently able to apply on a big dataset of huge categorical multi attributes variables. Secondly, as a result of Seoul Survey analysis, it has been found that the more dissatisfied with residential environment the higher tendency of residential mobility in single household. Thirdly, it turned out that there are three types of single households based on the characteristics of their demographic characteristics, and it was different from recognition of home and partner of counselling by the three types of single households. Fourthly, this paper extracted eight significant variables with a spatial aggregated dataset which are highly correlated to the ratio of occupancy of single household in 25 Seoul Municipals, and to conclude, it investigated the relation between spatial distribution of single households and their demographic statistics based on the six divided groups obtained by Cluster Analysis.

고객 질의 문서 자동 분류를 위한 학습 알고리즘 성능 평가

최정민,이병수,Choi Jung-Min,Lee Byoung-Soo 한국정보처리학회 2006 정보처리학회논문지D Vol.13 No.1

최근 인터넷의 보급으로 전자상거래가 대중들에게 나타났고 현재 기업들의 경영환경 변화를 주도하고 있다. 전자상거래에서는 기업이 고객과의 유지 및 관계 구축을 위하여 고객이 원하는 것이 무엇인가를 파악하고 그것을 고객에게 제안하는 여러 가지 고객 채널을 가지고 있는데, 그 중 게시판과 전자메일은 고객의 질의를 직접적으로 들을 수 있는 인바운드(Inbound) 정보로서 매우 중요한 채널로 다루어지고 있다. 그러나 현재 운영되는 전자상거래의 게시판과 전자메일은 체계적인 관리와 처리과정 없이 질의와 답변이 이루어지고 있는 실정이다. 따라서 본 연구에서는 이러한 문제점의 해결을 위해 인공지능 분야의 문서 분류에서 널리 사용되고 있는 기계학습 알고리즘 중 대표적인 나이브 베이지안(Naive Bayesian), TFIDF, 신경망, k-NN 알고리즘을 도입하여 전자상거래에서 존재하는 여러 가지 고객 질의의 카테고리를 자동으로 분류할 수 있도록 함으로써 관리자가 정확한 답변을 신속하게 처리할 수 있도록 하였다. 그리고 도입한 알고리즘의 고객 질의 문서 자동 분류 성능 실험을 통해 어떤 알고리즘이 우수한 분류 성능을 나타내는지 확인하였으며 실험 결과 나이브 베지이지안 알고리즘이 95%이상의 높은 분류 성능을 나타내는 것을 확인하였다. Electric commerce of surpassing the traditional one appeared before the public and has currently led the change in the management of enterprises. To establish and maintain good relations with customers, electric commerce has various channels for customers that understand what they want to and suggest it to them. The bulletin board and e-mail among em are inbound information that enterprises can directly listen to customers' opinions and are different from other channels in characters. Enterprises can effectively manage the bulletin board and e-mail by understanding customers' ideas as many as possible and provide them with optimum answers. It is one of the important factors to improve the reliability of the notice board and e-mail as well as the whole electric commerce. Therefore this thesis researches into methods to classify various kinds of documents automatically in electric commerce; they are possible to solve existing problems of the bulletin board and e-mail, to operate effectively and to manage systematically. Moreover, it researches what the most suitable algorithm is in the automatic classification of Q&A documents by experiment the classifying performance of Naive Bayesian, TFIDF, Neural Network, k-NN

멀티헤비테이션의 유형화 및 관련 주생활 라이프스타일 현황조사

최정민,강진만,손혜미,Choi, Jung-Min,Kang, Jin-Man,Son, Hye-Mi 한국주거학회 2010 한국주거학회 논문집 Vol.21 No.3

The purpose of this study is to clarify multi-habitation, a new phenomenon in which inhabitants in urban areas reside in primarily condominiums on weekdays and retreat to dwellings in rural areas on weekends, and to examine the various life styles related to multi-habitation. Through the interviews and site surveys, three major subtypes of multi-habitation were identified to support the theoretical framework: interchange style, sedentary style, and special style. Findings include that first, in order to discuss multi-habitation, the terms primary home and secondary home are introduced. Based on the concept of primary home and secondary home, a variety of multi-habitation can be described using spatial locations in urban and rural areas. Second, systematic deregulation for the second home ownership should be made to promote citizens' interchange. Also urban residents should make more efforts to integrate into rural communities. Third, for some remote areas such as Cheju Island, it is observed that multi-habitation is limited by cost, time, and lifestyle.

주택통계 지표간의 상관분석을 이용한 아파트 주거 확산에 관한 고찰

최정민,Choi, Jung-Min 한국주거학회 2006 한국주거학회 논문집 Vol.17 No.5

This study is to find some clues about background or causes of the mass supply of apartments in Korea in terms of correlation analysis using 30 indices extracted from the representative housing statistics data. Some findings include that the supply ratio of apartments is deeply related to 'average floor area ratio' and 'the construction amount of Dagagu housing and Dasedae housing' from the perspective of housing flow. Instead, from the perspective of housing stock, the supply amount of apartments is strongly related to 'housing redevelopment construction' and 'housing construction by public sector'. These indices are involved deeply in the spread of apartments, however, because the indices that used in the analysis are mutually highly related and the indices related to housing policy or system are absent, a critical index for the spread of apartments was not found.

우수 아파트단지 취재기사에서의 관리상의 논점 - 탐방기사를 이용한 언어통계학적 내용분석 -

최정민,강순주,Choi Jung-Min,Kang Soon-Joo 한국주거학회 2006 한국주거학회 논문집 Vol.17 No.4

Nowadays, diverse mass media discovers and introduces outstanding management cases of apartment complexes to induce vital competitions of constructors and active participation of residents to apartment management. This study statistically analyzed the management issues of outstanding apartment complexes that have been introduced by mass media with lexical criteria to examine the characteristics of their exemplary management. The key issues of outstanding apartment management are summarized as: efficient management of convenient facilities for residents, community activities based on residents' participation, and maintenance of pleasant living environments through transparent management. Also, the result of the relation arrangement of co-occurrence word from a Social Network Analysis included three key concepts of multi-family housing management - Maintenance Management, Operating Management, and Community Life Management - with emphasis on 'residents' and 'apartment complexes.' However, Operating Management was relatively deemphasized.

연안역 통합관리에서의 GIS 활용 방안 -오염부하량 산출을 중심으로-

최정민,권석재,Choi, Jung-Min,Kwon, Suk-Jae 해양환경안전학회 2005 해양환경안전학회지 Vol.11 No.1

The purpose if the study is to apply GIS technique to sample area, Choensoo-Bay basin for an efficient and practical coastal zone management if pollution control. The basins, Unit if pollution control, are selected with qualitative analysis using DEM after considered river length, degree and area of basin through channel network analysis. Choensoo-Bay basin is divided with 6 zones to 33 subordinate zones. It is found to be a big difference of pollutant loads in each zone. The pollutant loads use to review for efficient zoning. And also the result apply to measurement of water quality and building for environmental infrastructure.