• Journal of Multimedia Information System
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• v.9 no.1
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• pp.61-68
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• 2022

The importance of online reviews is prevalent as more people access goods or places online and make decisions to visit or purchase. However, such reviews are generally provided by short sentences or mere star ratings; failing to provide a general overview of customer preferences and decision factors. This study explored and broke down restaurant reviews found on Google Maps. After collecting and analyzing 5,427 reviews, we vectorized the importance of words using the TF-IDF. We used a random forest machine learning algorithm to calculate the coefficient of positivity and negativity of words used in reviews. As the result, we were able to build a dictionary of words for positive and negative sentiment using each word's coefficient. We classified words into four major evaluation categories and derived insights into sentiment in each criterion. We believe the dictionary of review words and analyzing the major evaluation categories can help prospective restaurant visitors to read between the lines on restaurant reviews found on the Web.

• Korean Journal of Medicinal Crop Science
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• v.11 no.3
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• pp.216-223
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• 2003

This experiment was carried out to investigation the growth differentiation between direct sowing and transplanting on P. ginseng cultivated on field and underwood. The results were as follows: In direct sowing treatment, emergence rate of P. ginseng cultivated on field and under conifer forest was above 80%, but it was only 40% at cultivated under broad-leaved forest. And survival rate was directly diminished about 10% every year. In transplanting treatment, survival rate was also diminished every year, it was slighter than that of direct sowing treatment. The growth amount of P. ginseng cultivated underwood was poor, compared to field culture, but there was no significant between conifer forest and broad-leaved forest. In transplanting treatment of 1 to 6 year-root seedling, survival rate of P. ginseng cultivated underwood was equal or slightly good compared to that of cultivated on field. Among seedling age, survival rate of elder seedling was lower than that of younger seedling. In P. ginseng cultivated underwood, the annual growth increment of 1 and 2 year-root seedling increased slowly and continually, whereas, that of 3 to 6 year-root seedling stopped or decreased slightly.

• Membrane Journal
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• v.30 no.1
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• pp.1-8
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• 2020

In membrane bioreactor (MBR), activated sludge degrade the biological component and membrane process separate this bacterial flocks as well the suspended solids. However, membrane fouling is one of the major issues in MBR. In this review, composite membrane used in MBR to overcome fouling is discussed. It is classified into membrane containing carbon and noncarbon materials. Introducing graphene, graphene oxide (GO) and carbon nanotubes or their modified part into pristine membrane enhance hydrophilicity of the composite membrane. Inorganic materials like silicon dioxide (SiO₂) or titanium dioxide (TiO₂) are also incorporated for preparing composite membrane to increase its water flux.

• Lingua Humanitatis
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• v.7
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• pp.291-309
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• 2005

It hasn't been long time since English language was introduced in Korea. At the end of the 18th century the importance of the way of using English properly started to be recognized as Chosun (former country in Korean peninsula) began to conclude a treaty with foreign countries. A lot of Koreans could learn the western culture by the acquired knowledge of English. One of the main factors opening the secluded nation to the world was the member of missionary from outside of Korea. As the number of missionaries increased those who already came to Korea found the necessity of wiring a sort of guidebook of Korean language for the newly dispatched missionaries. The book $\ulcorner$Korean English Grammar$\lrcorner$(written by Horace Grant Underwood in 1890), was the first one that linguistically compared the part of speech and the clausal structures of Korean and English. The revised one of the same book was written by the son, Horace Horton Underwood, in 1914. The revised one newly included the phonetic aspect of Korean language. In this paper the phonetic part of the book will be considered carefully in order to find how recent phonetic methodology has been applied to account for the Korean phonetic features.

• Journal of Multimedia Information System
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• v.9 no.3
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• pp.201-208
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• 2022

Customized service is a vital and mandatory element for apps in improving their technical performance and app customer analysis. While apps require users' consent for their data extraction and usage, many of the terms and agreement forms are written intricately, making it harder for users to fully understand the whole concept of users' data collection for customized services. Ever since the Facebook-Cambridge Analytica scandal, personal data privacy has been re-examined, forcing many app companies to reinforce a reliable solution to data privacy issues. However, there has not been a secured solution, which worries many people about the future advanced issues when metaverse platforms are actively used in daily apps. The research aims to collect the reactions and behaviors of everyday app users who utilize apps with customized services to understand the nature of privacy data issues and the users' opinions about the future implementation of metaverse platforms. The method of the research was an online questionnaire that targeted university students. The study revealed many fearful and anxious reactions about personal data and further metaverse issues where most app users were uneducated about how current apps collect and utilize users' private data.

• Membrane Journal
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• v.34 no.2
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• pp.124-131
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• 2024

Viruses have various applications in the biopharmaceutical industry. They are used in pesticide production, production of vaccines, gene transfers, cancer therapeutics, and more. The downstream processing of viruses is an essential step for their biological and pharmaceutical applications. Among the various processes, the purification of viruses is critical. Membrane chromatography plays a vital role in this process. While ion exchange membrane chromatography is a primarily used method, it has various limitations regarding size exclusion and insufficient purification. Also, it cannot be applied to the rapidly changing strains of viruses such as influenza. This review examines various improved methods of membrane chromatography or alternatives. It focuses on purification, viral recovery rates, and scalability of the methods.

• Membrane Journal
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• v.34 no.2
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• pp.105-113
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• 2024

Chronic kidney disease leads to many people getting diagnosed with end stage renal disease. This disease is treated by hemodialysis which is the process by which blood is cleaned by a membrane and dialyzer. The membrane for hemodialysis is an important first step of this process as it is responsible for selectively removing impure elements from the blood. Although there are membranes made up of different polymers that are used, they have various disadvantages including hemocompatibility and low selectivity. To combat this, various studies have used a mixture of different polymers to change pore size, increase hemocompatibility and increase selectivity. It was seen that in all the studies conducted, a mixed membrane has greater advantages.

• Journal of the Korean Institute of Educational Facilities
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• v.19 no.4
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• pp.26-29
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• 2012

• Proceedings of the Korean Nutrition Society Conference
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• 1997.11b
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• pp.16-17
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• 1997

• Journal of Korean Society of Transportation
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• v.16 no.3
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• pp.15-24
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• 1998

도로망 전체구간의 소통 장애와 안전을 저해하는 요소 중의 하나로 터널구간을 들 수 있다. 특히 산악과 구릉지형이 많은 우리 나라의 도로설계에서 터널에 관한 교통특성이 중시되어야하지만 이에 대한 국내외의 기준이 명확히 정립되어 있지 못하다. 이러한 과제를 해결하기 위한 기초적인 시도로 본 논문에서는 영상처리기법에 의하여 양방 2차로와 4차로 의 도로에 포함된 터널부에 대하여 기본적인 교통특성을 조사·분석하였다. 양방 2차로에서 는 용량이 1,500대/시로 기본구간에 비하여 약 6%의 감소를 보이며, 4차로의 경우는 용량 이 2,000대/시로 기본구간에 비하여 10%의 감소를 보였다. 한편 교통밀도와 속도와의 관계 에 있어서는 양방 2차로의 경우 Underwood Edie의 모형이 그리고, 양방 4차로의 경우 Underwood의 모형이 비교적 설명력이 높은 것으로 나타났다.