• Title/Summary/Keyword: Analyzing the market

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A Study on the Improvement Plan of Business District Information System

  • Song, Ha-Ryeong;Kim, Young-Ki;Kim, Seung-Hee
    • Journal of Distribution Science
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    • v.14 no.6
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    • pp.27-37
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    • 2016
  • Purpose - This study aims to suggest a developmental direction to small enterprisers who start their business. The developmental direction makes the small enterprisers more stable with providing the Business District Information System service, which offers the location and business area's information aimed at pre-enterprisers after analyzing its overcrowded index's current state and problems. Research design, data, and methodology - This research proposes the developmental direction for helping the pre-small enterprisers to have more stability through examining the Business District Information System's-operated by Small Enterprise and Market Service-overcrowded index's current state and problems. Results - This system has drawbacks about giving the start-up overcrowded index as follows: ① non-accurate consultative group for sharing the DB ② providing analysis information, not evaluation information ③ not to anticipate the changes of business types & the flow of business district and perceive the symptom data with providing predictive information. Conclusions - This system should be more publicized through the mass media for making it approachable with collecting the user's opinion and investigating customer satisfaction & the level of awareness.

A Study on the Success Factors of Sinar Mas Group in Indonesia

  • Ruixuan Chen;Yuxue Wang;Myeongcheol Choi;Zuoxin He;Mingsheng Li
    • International Journal of Advanced Culture Technology
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    • v.11 no.2
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    • pp.118-124
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    • 2023
  • With the acceleration of globalization and economic integration, multinational enterprises are becoming more and more important in the international market, and Sinar Mas Group, one of the largest integrated companies in Indonesia, has become one of the most influential overseas Chinese companies in Indonesia due to its outstanding performance and leadership position. This study aims to analyze the success factors of Sinar Mas Group and reveal its competitive advantages in the global market. Founded in 1962, Sinar Mas Group is an integrated multinational company headquartered in Indonesia, with significant presence in various fields such as paper, palm oil, real estate, finance and energy, with operations in Indonesia and many other countries and regions around the world. This study investigates the aspects of corporate history, corporate status, and corporate competitiveness. In addition, this study analyzes the reasons for Sinar Mas Group's success using the SWOT model. By comprehensively analyzing these key factors, this paper provides readers with an insight into the vitality and remarkable achievements of this Indonesian corporate giant in the global market. This study will help Korea enter Indonesia and contribute to Indonesian business research.

Analyzing Price Interactions between Wild Caught Fish and Farmed Fish on the Korean Seafood Market (자연산 어류와 양식산 어류 간의 가격 경합성 분석)

  • KIM, Do-Hoon;KIM, Hye-Seong
    • Journal of Fisheries and Marine Sciences Education
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    • v.27 no.6
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    • pp.1610-1618
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    • 2015
  • This study is aimed to estimate price interactions between wild caught fish and farmed fish on the Korean seafood market, using multivariate cointegration analysis. Major commercially important four wild caught fish (chub mackerel, hairtail, yellow croaker and spanish mackerel) and two farmed fish(oliver flounder and black rockfish) are selected as analytical target fish species. Between 2000 and 2013, monthly production and price data are used in this study. The results of cointegration test showed that there would be a long-term equilibrium relationship among 4 wild caught fish and 2 farmed fish. However, the results of exclusion test indicated that farmed fish might not contribute significantly to the long-run relationship, suggesting that farmed fish might be only a weak substitute for wild caught fish, but no significant interaction could be found.

Appropriate Policy for DSM Program in Competitive Electric Market (전력산업 주조개편에 따른 수요관리 추진방향)

  • Jin, B.M.;Rhee, C.H.;Kim, C.S.
    • Proceedings of the KIEE Conference
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    • 2001.05a
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    • pp.334-338
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    • 2001
  • The importance of DSM Program is increasing since it can solve the problems of electric power resource space shortage, air & water pollution and create new industry and induce economic development through energy import reduction. This study describes the government's policy and direction on DSM at the national level after introducing competition in electricity market. Moreover, it tries to make contribution to government's decision-making by analyzing existing DSM programs' implementation and providing new evaluation system for DSM programs.

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Study on Certification Policy for Stabilization of Photovoltaic Industry - A Case Study of PV Power Plant O&M - (태양광발전소 O&M 관리를 통한 발전성능 향상 방안)

  • Ahn, Hyewon;Cho, Yongsung
    • Journal of Climate Change Research
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    • v.6 no.2
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    • pp.105-111
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    • 2015
  • With PV market extension, Operation & Maintenance (O&M) went on the floor as an effective method so solve the reduction phenomenon of Performance Ratio (PR) of PV power plant and as a new business model of photovoltaic industry. This study chose institutionalization of O&M to vitalize domestic photovoltaic industry improving level of photovoltaic technology and dominate the market in advance. The result of analyzing advanced researches and domestic cases indicates that O&M is essential of operating PV power plant, therefore, now is the time for a systematic approach to establish O&M policy.

Developing an Efficient Promotion Strategy for a Multi-Product Retail Store : A Bayesian Network Application (빅데이터를 통한 대형할인매장 촉진활동 전략 분석 : 베이지언 네트워크기법 응용을 중심으로)

  • Kim, Bumsoo
    • Korean Management Science Review
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    • v.34 no.2
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    • pp.15-33
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    • 2017
  • This paper considers a Bayesian Network analysis for understanding the heterogeneous cross-category effects of different promotion activities and developing an efficient overall promotion strategy for a large retail store. More specifically we differentiate price reduction promotion and floor promotion and study their heterogeneous effect on consumer purchase behavior under a market basket setting. We then utilize Bayesian networks in identifying complex association structure in market basket dataset by analyzing the effects of different promotional activities and also include the effects of time, family income and size. We find from our Bayesian network analysis that the dominant cross-category promotion effect of price promotion is the indirect effect whereas the dominant cross-category promotion effect of floor promotion is the direct effect. Also, among the demographic variables we find that family size of the household is linked with more product categories compared to income and see that there are differences in the extent of the effects by product category. Finally, we also show the existence of products acting as a network hub and how they can be utilized by retailers faced with a limited marketing budget and suggest a more efficient promotion strategy.

A Random Matrix Theory approach to correlation matrix in Korea Stock Market (확률행렬이론을 이용한 한국주식시장의 상관행렬 분석)

  • Kim, Geon-Woo;Lee, Sung-Chul
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.4
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    • pp.727-733
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    • 2011
  • To understand the stock market structure it is very important to extract meaningful information by analyzing the correlation matrix between stock returns. Recently there has been many studies on the correlation matrix using the Random Matrix Theory. In this paper we adopt this random matrix methodology to a single-factor model and we obtain meaningful information on the correlation matrix. In particular we observe the analysis of the correlation matrix using the single-factor model explains the real market data and as a result we confirm the usefulness of the single-factor model.

Predicting Stock Prices Based on Online News Content and Technical Indicators by Combinatorial Analysis Using CNN and LSTM with Self-attention

  • Sang Hyung Jung;Gyo Jung Gu;Dongsung Kim;Jong Woo Kim
    • Asia pacific journal of information systems
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    • v.30 no.4
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    • pp.719-740
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    • 2020
  • The stock market changes continuously as new information emerges, affecting the judgments of investors. Online news articles are valued as a traditional window to inform investors about various information that affects the stock market. This paper proposed new ways to utilize online news articles with technical indicators. The suggested hybrid model consists of three models. First, a self-attention-based convolutional neural network (CNN) model, considered to be better in interpreting the semantics of long texts, uses news content as inputs. Second, a self-attention-based, bi-long short-term memory (bi-LSTM) neural network model for short texts utilizes news titles as inputs. Third, a bi-LSTM model, considered to be better in analyzing context information and time-series models, uses 19 technical indicators as inputs. We used news articles from the previous day and technical indicators from the past seven days to predict the share price of the next day. An experiment was performed with Korean stock market data and news articles from 33 top companies over three years. Through this experiment, our proposed model showed better performance than previous approaches, which have mainly focused on news titles. This paper demonstrated that news titles and content should be treated in different ways for superior stock price prediction.

Sanitary Conditions of Sliced Squid Bokum and Anchovy Bokum Available in the Market (시중에 유통중인 오징어채볶음과 멸치볶음의 위생실태)

  • 서정희;김말남;정윤희;김규선
    • Journal of Food Hygiene and Safety
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    • v.11 no.3
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    • pp.171-176
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    • 1996
  • Microbial distribution as well as content of salt and preservatives in side dishes was investigated by analyzing cell count of viable cells, coliform bacteria and food poisoning bacteria of sliced squid bokum and anchovy bokum, purchased at 17 different department stores and 2 different traditional market in Seoul, which are most preferred by many consumers to any other side dishes available in the market. 6.2$\times$103~1.2$\times$108 cells/g of viable cell was detected in 19 different samples of the sliced squid bokum, among which samples of the sliced squid bokum and 14 samples of the anchovy bokum contained 103~108 cells/g of coliform group. However food poisoning bacteria were not detected in all the samples tested. Salt content was 2.42~4.89 %w/w and 2.28~6.46 w/w for the sliced squid bokum and the anchovy bokum respectively. Analysis of preservatives by HPLC such as sorbic acid, benzoic acid, dehydroacetic acid and another 6 kinds of esters resulted that 1.0$\times$73.8 mg/100 g of sorbic acid was detected in the 19 samples of the sliced squid bokum, while only 6 samples of the 15 anchovy bokum samples contained sorbic acid.

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A Study on the Interior Space Composition for the Southeast Asian Region Based Cruise Ships (동남아 항로용 크루즈 선박을 위한 실내공간구성에 관한 연구)

  • 이한석;변량선
    • Korean Institute of Interior Design Journal
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    • no.32
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    • pp.72-81
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    • 2002
  • Southeast Asian region cruise market is expected to be stable or grow in the near future depending on the region's economy. Star Cruises company, which has entirely dominated the regional market since 1998, has attempted to expand beyond traditional cruise routes in Southeast Asian region and develop new markets in Thailand and Dubai. Such a situation urges Korean shipyards to study on Southeast Asian region based cruise ships. This study is to suggest directions for planning of interior spaces of Southeast Asian region based cruise ships. In order to accomplish this purpose the market situation is analyzed and the adequate ship's tonnage(70,000grt class) is decided. According to mission-based design process the sizes of standard staterooms are set up first and then the sizes of the important structural parts of ship are calculated. Through analyzing the 26 cruise ships of 70,000grt class the kinds, locations and sizes of public rooms are grasped. And we inspect 4 cruise ships of Star Cruises, which are now being operated in Southeast Asian region to understand design characteristics of interior spaces.