초록 ▼

□ 소상공·기업 참여형 Social Free Market 플랫폼 기술개발
- 거래지원을 위한 프로세스 엔진 기술 개발
. Request 분석/추출 알고리즘 개발
. 기계학습 기반 거래로그를 통한 추천 알고리즘 개발
. 거래관련 데이터 처리 체계 개발
. 공급처 데이터 수집 및 e-Catalog생성 체계 개발
. 거래지원 체계 개발
- 기간계 시스템 연계를 지원하는 미들웨어 기술 개발
. SAP ERP와 일반 ERP 미들웨어 개발 및 고도화
- 구매·공급기업 접속용 포털 인터페이스 환경

□ 소상공·기업 참여형 Social Free Market 플랫폼 기술개발
- 거래지원을 위한 프로세스 엔진 기술 개발
. Request 분석/추출 알고리즘 개발
. 기계학습 기반 거래로그를 통한 추천 알고리즘 개발
. 거래관련 데이터 처리 체계 개발
. 공급처 데이터 수집 및 e-Catalog생성 체계 개발
. 거래지원 체계 개발
- 기간계 시스템 연계를 지원하는 미들웨어 기술 개발
. SAP ERP와 일반 ERP 미들웨어 개발 및 고도화
- 구매·공급기업 접속용 포털 인터페이스 환경 개발
- 플랫폼 운영을 위한 백오피스 체계 개발
- 처리로그 및 소셜추천 분석계 기술 개발
- 물품, 인재, 공사/용역 거래를 지원하는 지식DB 체계
. 산업/품목/직종/기술/공사/용역별 분류체계 분석 적용
. 각 재원거래 유형별 특성 분석 및 거래지원 체계 개발

(출처 : 요약서 4p)

Abstract ▼

□ Purpose & Contents
o Introducing implemented e-procurement environment which is concentrated in large corporations to mid-sized, small and medium-sized enterprises, and easily utilize them as common value.
o Establishing an open system-based environment that enables enterprise 구매기업s particip

□ Purpose & Contents
o Introducing implemented e-procurement environment which is concentrated in large corporations to mid-sized, small and medium-sized enterprises, and easily utilize them as common value.
o Establishing an open system-based environment that enables enterprise 구매기업s participating in inter-company transactions to acquire knowledge on various procurement while using platform services and to enhance business value through collaboration.
o For the purpose of the B2B online smart market is to promote participation and cooperation among small and medium-sized companies. Companies, technologies, and human resources are also defined as the target value of the transaction beyond the product centric e-commerce and the B2B market environment implementing should be optimized for buyer / intermediator / seller-led transaction type which strongly integrate each strength factors and new technology trend and paradigm and can be continuously evolved.
o Establishing the B2B market service system that allows buyers and 공급기업s to participate in transaction with the right people, in the right way, at the righttime.
o Development of Free Market (R3) Processing Engine
- Link ERP modules to purchasing-side and middleware development
- Development of Catalog Request / Analysis / Extraction Algorithm
- Enterprise Property Analysis and Search, Design and development of Documents Transmission Process
- Design and development of customized e-catalog generating algorithm
- Products specification support based on e-catalog and development of Purchasing-order Process
o Development of Free Market (R3) Place
- Development of buyer Portal Service (For buyer access environment)
- Development of supplier Portal Service (For supplier access environment)
- Development of Negotiation Community Module for buyer and supplier
- Design and development of Database
o Development of Back-office system for Platform Service Operation
- Enterprise Information Management (For buyer and supplier management)
- Usage Guide and Online buyer Center, History and Statistics, Authority and Policy, Common Management, Fee Settlement Management
- Human Resource Master Management
o Development of processing log (data) and Social Recommendation Analysis System
- Demand analysis and development of Company Property Analysis Algorithm
- Development of Mart Data Analysis / Generating Algorithm
- Social Network link-module and SNS Recommendation / Reputation Data Analysis Algorithms
- Development of Big Data Platform for data collection / Analysis

□ Results
▢ Product & Service
◦ Product: R3market Platform
◦ Opened Service: www.r3market.com과 www.cleandeal.com
o Process-Flow obtained through R&D
□ Details of R&D Performance
o Development of Free Market (R3) Processing Engine
o Link ERP modules and development of middleware
- R&D for standard module which can be able to interface to Non-SAP ERP environment
- Research and development of middleware capable of communicating with Free Market (R3) Engine through standard interfaces that are linked with ERP
- Research and development of monitoring methods for middleware management of human resources and technology resources
- Research and development of Web Authentication service of interfaced system using Open API
o Development of Catalog Request / Analysis / Extraction Algorithm
- Data classification and analysis of collected human resources, technical resource as requests, development of company mapping data extraction algorithm.
- Research and development of function to generate customized catalog data based on matching algorithm by applying machine learning model
o Enterprise Property Analysis and Search, Design and development of Documents Transmission Processing Process
- Functionality to inquire / invoke property information of human resource, technical human resource company and notification that can be verified by the supplier in charge of the matching company as a result of the analysis
o Design and development of customized e-catalog generating algorithm
- Development of algorithm to automatically generate an e-catalog to be sent to buyers
- Research and development to provide human resources and technology resources master information registered by supplier's in the supplier Portal
o Development of Purchasing-order Process
- Research and development of automatic listing on ERP order screen through linkage module implemented in Non-SAP ERP
- Research and development of requesting an order from a person in charge of purchasing to supplier regards of human resources or technology resources
o Development and enhancement of search engine
- Development of dashboard service that analyzes search data and query results
- Pre-registration and management of search engine synonyms
o Design and development of Database
- Design and Implementation of Data Structure for Data Transactions in Free Market (R3) Platform Service
- Human resources, technology resources Physical data modeling and database design
o Development of Free Market (R3) Place
o Human resource mart (MALL) UX improvement and enhancement
- Development of unstructured search algorithm for human resource and technical resources
- Design and development of opened request
- Ranking of supplier's by data gathered as corporate evaluation index
o Development of supplier Portal Service
- Research and development of human resource and technology resource
- Research and development of human resources, technology resources e-Catalog
- A step-by-step progress status, and assigned tasks identified for integration dashboard research and development
- Research and development of transaction support such as delivery information, receipt status
o Development of supplier Portal Service
- A step-by-step progress status, and assigned tasks identified for integration dashboard research and development
- Research and development of human resource and technology resource
- Research and development of promotional service opened in Mall banner
o Statistics screen enhancement
- Research and development of statistics screen such as human resource, technical resource
o UX Globalization
- Research and development of UI which expressed in Korean, English, Chinese, and Vietnamese and data processing
o Development of Back-office system for Platform Service Operation
◦ Membership Management and Human Resource Master Management
- Research and development of enhancement and individual member management based on integrated membership management with buyers and suppliers
- Research and development of Master management according to technical personnel classification system
◦ Transaction management and statistics management
- Research and development for the current status of human resource and technology resources between buyer and supplier
- Research and development of statistical management through analysis of transaction data and announcement of human resource and technical resources between buyer and supplier
◦ Configuration management to provide policy flexibility
- Research and development for management of fee-based policy design and commission policy
- Developed a function to inquire and manage the history of human resources and technical support fee
- Research and development of Integrated operation management to provide policy flexibility of portal service
◦ Development of external system linkage function
- Development of linkage method and standard API for linking other institutions’ financial information
◦ Design and Development of Big Data Platform
- Research and development of big data collection technology by analyzing the data type to be collected
- Research and development of effective storage management for big data to extract useful information
- Research and development of big data processing / analysis algorithms for data source, complex logic processing, large data processing and efficient utilization
- Research and development of Big data analysis visualization to express easily and intuitively
◦ Development of processing log (data) and social recommendation analyzer
- Demand analysis and development of Company Property Analysis Algorithm
- Research and development for morphological analysis by languages
- Development of recommendation algorithm through the analysis of the transaction data of the resources registered by the supplier
- Developed SNS link module
- Development of SNS analysis module linked with Big Data analysis system

□ Expected Contribution
o Utilizing system integration (SI) projects through system architecture utilization
- Utilization of system integration business utilizing self-developed framework in R&D
· Utilize SRM development projects for medium-sized companies
· Utilization of corporate portal development project
- System portability: Utilization as a solution
· System implantation for the use of internal closure environments in enterprises
· Reconstructed as a relay platform environment that is specialized in a specific field and utilized for commercialization
o Utilization as an open trading platform (www.r3market.com)
- It is operated as an open platform where small and medium-sized enterprises, small business owners, and job seekers participate (join)
- Through continuous improvement and marketing through research and development, we have secured a large number of subscribers and have grown so that many operators aiming at domestic and overseas expansion can utilize and expand their platform services.
- Using small and medium-sized solutions as a platform to work together to grow together
o Application plan
o Operating by applying to B2B environment such as MRO
o Demanding source
- Buyer: The domestic or overseas companies operating ERP (separated by SAP and Non-SAP)
- supplier: Domestic companies (manufacturers, suppliers) that possess products, technologies
- Domestic and foreign municipalities or governments, enterprise which require cooperation between companies and promotion of transactions
◦ Application system
- ERP / SRM in operation, human resource procurement system between subsidiaries of large companies (groups), social network services
◦ Application Details
- Product survey of purchasing person by e-catalog and leverage defined activity pre-purchasing order
- Use as a window to diversify relationships among companies, exchange information, and acquire sales opportunities
- Providing product auction and recommendation service led by suppliers, utilize as a viral market support window
o Expected Effect
- Domestic and overseas market preemption effect of B2B free market service based on complex technology in B2B e-commerce field
- To small and medium-sized businesses that have difficulty collecting publicity and point-of-purchase information provide linkage, proposal, sales opportunity with buyer
- Simplifying the product specification process of the enterprise's purchasing personnel, the variety and reliability of choice, the cost saving effect
- Development and platform can be partially applied according to demand and supply characteristics of various application environment
- In the B2B e-commerce field, ERP / SRM + Bidirectional Open Marketplace + Big data + Improving the growth potential of stagnant related industries by applying the social marketing combination model

(출처 : SUMMARY 13p)

목차 Contents

• 표지 ... 1
• 제 출 문 ... 2
• 보고서 요약서 ... 4
• 연구개발사업 주요 연구성과 ... 5
• 국문 요약문 ... 6
• SUMMARY ... 13
• 목차 ... 20
• 제1장. 연구개발과제의 개요 ... 21
• 1. 연구개발 목적 ... 21
• 2. 연구개발의 필요성 ... 24
• 3. 연구개발 범위 ... 25
• 제2장. 국내외 기술 개발 현황 ... 27
• 1. 국내 기술동향 및 수준 ... 27
• 2. 국내 기술동향 및 수준 (수행기관 포함) ... 28
• 제3장. 연구 수행 내용 및 성과 (2차년도) ... 31
• 1. 연구개발 접근방법 ... 31
• 2. 연구수행 내용 ... 32
• 3. 연구성과 ... 96
• 제4장. 목표 달성도 및 관련 분야 기여도 ... 106
• 1. 목표 달성도 ... 106
• 2. 관련 분야 기여도 ... 122
• 제5장. 연구개발성과의 활용 계획 ... 124
• 1. 사업화 활용계획 ... 124
• 2. 기대효과 ... 125
• 제6장. 연구 과정에서 수집한 해외 과학기술 정보 ... 127
• 제7장. 연구개발성과의 보안등급 ... 128
• 제8장. 국가과학기술종합정보시스템에 등록한 연구시설·장비 현황 ... 128
• 제9장. 연구개발과제 수행에 따른 연구실 안전조치 이행 실적 ... 129
• 1. 안전조치 이행계획 및 실적 ... 129
• 제10장. 연구개발과제의 대표적 연구 실적 ... 130
• 제11장. 기타 사항 ... 131
• 1. 향후 발전방향 ... 131
• 2. 연구개발을 위한 연구원 교육수료 내역 ... 132
• 3. 외부 전문가 초빙을 통한 현장 교육 진행 내역 ... 132
• 4. 연구개발을 위한 외부 용역 내역 및 결과 ... 133
• 제12장. 참고 문헌 ... 150
• 첨 부 ... 152
• 끝페이지 ... 176