• ETRI Journal
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• 제38권3호
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• pp.494-501
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• 2016

Sentiment analysis incorporates natural language processing and artificial intelligence and has evolved as an important research area. Sentiment analysis on product reviews has been used in widespread applications to improve customer retention and business processes. In this paper, we propose a method for performing an intensified sentiment analysis on customer product reviews. The method involves the extraction of two feature sets from each of the given customer product reviews, a set of acoustic features (representing emotions) and a set of lexical features (representing sentiments). These sets are then combined and used in a supervised classifier to predict the sentiments of customers. We use an audio speech dataset prepared from Amazon product reviews and downloaded from the YouTube portal for the purposes of our experimental evaluations.

• 한국인터넷방송통신학회논문지
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• 제14권2호
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• pp.115-120
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• 2014

많은 소프트웨어 프로덕트 라인 공학 방법들은 휘처모델을 사용하여 제품들 간의 공통성과 가변성을 휘처 단위로 구조화시키고, 특정 제품 개발을 위해 필요한 휘처 집합인 제품휘처형상을 도출한다. 제품 생산 시에 선택될 휘처는 주로 제품의 요구되는 품질 속성에 의해서 결정된다. 지금까지 발표된 대부분의 방법들은 휘처와 품질속성 간의 선형적 상관관계를 통해 최적의 품질 속성을 만족시킬 수 있는 제품휘처형상을 도출하였다. 하지만, 휘처 간의 상호작용을 고려한다면 휘처와 품질 속성 간의 관계는 비선형식으로 정의될 수 있다. 본 논문에서는 휘처 간의 상호작용을 고려하여 요구되는 품질 속성을 최적으로 만족시킬 수 있는 제품휘처형상 도출 방법을 제안한다. 제안된 방법을 평가하기 위해 네 가지 프로덕트 라인 사례에 대해 실험한다.

• 한국정보시스템학회지:정보시스템연구
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• 제20권2호
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• pp.21-36
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• 2011

The Web has become an excellent source for gathering consumer opinions. There are now numerous Web sites containing such opinions, e.g., customer reviews of products, forums, discussion groups, and blogs. This paper focuses on online customer reviews of products. It makes some contributions. Especially it proposes minimalism and chunking framework for analyzing and comparing consumer opinions of competing products. Users are able to clearly see the strengths and weaknesses of each product in the minds of consumers in terms of various product features. This comparison is useful to both potential customers and product manufacturers. For a product manufacturer, the comparison enables it to easily gather marketing intelligence and product benchmarking information. In this paper, we only focus on mining opinion/product features that the reviewers have commented on. Five types of online review presentations are presented to mine such features. Our experimental results show that these techniques are useful to identify customers' opinions and trends.

• 한국의류학회지
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• 제30권9_10호
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• pp.1366-1377
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• 2006

The purposes of this study was to find out 1) the difference in the importance degree of store attribute according to interaction between fashion product types and task situations, 2) the difference in the importance degree of store attribute according to the patronized store types on the basis of fashion product types. The subjects were female adults who lived in Seoul. The sampling method was quota sampling. The data was obtained from 391 questionnaires. The data were analyzed using frequency, one-way ANOVA, Duncan test, and two-way ANOVA by means of SPSS. The results were as follows; 1. According to fashion product types and task situations, there were significant differences in factors of product features, services, physical environments of the store, and price. 2. According to interaction between fashion product types and task situations, there were significant differences in factors of product features, services, physical environments of the store, and price. 3. There were significant differences in factors of product features, services, physical environments of the store, and location of store according to patronized store types, when a consumer purchased a suit, casual wear and inner wear.

• 한국컴퓨터정보학회논문지
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• 제21권5호
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• pp.119-126
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• 2016

Software maintenance becomes extremely difficult, especially caused by multiple versions in project-based or customer-oriented software development methodology. For reducing the maintenance cost, reengineering to software product line can be a solution to the software which either is a family of products nevertheless little different functionalities or are customized for each different customer's requirement. At an initial stage of the reengineering, the most important activity in software product line is feature extraction with respect to commonality and variability from the existing system due to verifying functional coverage. Several researchers have studied to extract features. They considered only a single version in a single product. However, this is an obstacle to classify the commonality and variability of features. Therefore, we propose a method for systematically extracting features from source code and its change history considering several versions of the existing system. It enables us to represent functionalities reflecting developer's intention, and to clarify the rationale of variation.

• 정보처리학회논문지:소프트웨어 및 데이터공학
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• 제10권7호
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• pp.251-256
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• 2021

SPLE (Software Product Line Engineering)는 소프트웨어 재사용 방법론 중의 하나이다. SPLE의 핵심적인 활동 중 하나는 재사용 가능한 자산 개발에 필요한 피처의 범위를 결정하는 활동이다. 기존 범위결정 방법은 국방 분야에 적용하는데 한계가 있어서, 본 논문에서는 무기체계 항법시스템에 적용 가능한 범위결정 방법을 제안하고, 그 적용 사례를 제시한다. 제안된 방법은 먼저 피처 이익 관점에서 플랫폼 적용 대상 피처의 범위를 결정한다. 그런 다음 제품 이익 관점에서 피처의 범위를 조정하고, 총 비용 관점에서 플랫폼 대상 피처와 제품라인에 포함될 피처의 최종 범위를 결정한다. 본 논문에서는 항법소프트웨어 제품라인에 대해 엔지니어링 할 피처의 범위를 결정하는 방법을 보여줌으로써 제안된 방법의 적용 가능성을 입증하고 평가한다.

• 한국CDE학회논문집
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• 제9권2호
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• pp.175-182
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• 2004

As a bridge between design and manufacturing, process planning is to generate a sequenced set of instructions to manufacture the specified part. Automatic interpretation of manufacturing information incorporated in the design documentation such as CAD file has been a knotty subject for manufacturing engineers since no current data exchange format for product data provides a perfect interface between heterogeneous systems. The recent neutral data exchange format STEp, standard for the exchange of product model data, includes not only geometry but also technical and managerial information. STEP AP(Application Protocol) 224 is specifically dedicated to the mechanical product definition for process planning using machining features. Given a design information in STEP AP 224 format, process planning can be made without human intervention. This paper describes a method to determine the sequence of machining features by using the machining features and the manufacturing information expressed in STEP AP224.

• International Journal of CAD/CAM
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• 제3권1_2호
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• pp.43-50
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• 2003

This paper presents a methodology in which the knowledge of design intents and change requests is communicated unambiguously cross collaboration partners through features. The domain of application is focused on the plastic part design for enabling effective collaboration between the product design and plastic mold making. The methodology takes the feature-based design approach and allows design features and knowledge to be reused in plastic injection mold design. It shortens the mold design lead-time, reduces mold design efforts, and enables unambiguous and fast design change management between product and mold designers. These contribute to the reduction of product development cycle time.

• 정보처리학회논문지B
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• 제17B권1호
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• pp.93-98
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• 2010

본 논문에서는 폭발적으로 증가하고 있는 상품평을 효과적으로 활용하기 위해 언어적 분석을 통하여 상품 평가를 요약하는 시스템을 제안한다. 시스템에서는 스커트 상품 분류의 경우 '디자인'과 '재질'과 같이, 상품을 평가하는 기준이 되는 항목에 대한 상품평의 부정과 긍정의 극성 여부를 판별하여 그래프 형태로 요약하여 제시한다. 본 논문에서는 작은 시드 어휘와 문맥에 기반한 자동 확장 방법을 사용하여 평가 항목 별 평가 어휘 극성 사전을 구축하여 평가 항목에 대한 상품평의 극성을 판정한다. 제안한 방식은 여러 온라인 쇼핑몰의 실제 상품평에 대한 실험에서 극성 사전 추출에서 평균 69.8%의 정확율과 문장별 극성 식별에서 평균 81.8%의 정확율을 보였다.

• 복식
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• 제59권7호
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• pp.140-153
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• 2009

In the 21st century called an age of culture and art beyond the information and technology, many companies are developing various art marketings. Cases of the art marketing especially utilizing Korean features among art marketings are being increased recently. It is creating new values as a characteristic based on the cultures value of Korea. This thesis examined cooperative product development focusing on collaborative trends between designers, artists and companies through research on product and art marketing using Korean features. Additionally, by studying features of culture promotional event including exhibition and contest sponsorship, advertisement and packaging and the meaning of futures art marketing were discussed. Though, to date, academic researches have not been thoroughgoing enough in this field, it is considered that cultural product commercializing cultural particularity can strengthen the national image with acknowledgement of the global value as the art marketing using Korean features can contribute to improve recognition and the national image. Based upon this study, the value of Korean features on which custom culture of Korea dwells will be able to give a help to the designer and artist for progressing collaboration with companies as well as the companies for introducing new cultural characteristic to marketing, in the future-proof point of view. Additionally, it will be able to help the government planning the policy for intensifying the national image as a reference.