Recently, attackers using malicious code in cyber security have been increased by attaching malicious code to a mail and inducing the user to execute it. Especially, it is dangerous because it is easy to execute by attaching a document type file. The author analysis is a research area that is being studied in NLP (Neutral Language Process) and text mining, and it studies methods of analyzing authors by analyzing text sentences, texts, and documents in a specific language. In case of attack mail, it is created by the attacker. Therefore, by analyzing the contents of the mail and the attached document file and identifying the corresponding author, it is possible to discover more distinctive features from the normal mail and improve the detection accuracy. In this pager, we proposed IADA2(Intelligent Attack mail Detection based on Authorship Analysis) model for attack mail detection. The feature vector that can classify and detect attack mail from the features used in the existing machine learning based spam detection model and the features used in the author analysis of the document and the IADA2 detection model. We have improved the detection models of attack mails by simply detecting term features and extracted features that reflect the sequence characteristics of words by applying n-grams. Result of experiment show that the proposed method improves performance according to feature combinations, feature selection techniques, and appropriate models.
This paper suggests that LOD establishes its own link policy and publishes it to LOD cloud to provide identity among entities in different LODs. For specifying the link policy, we proposed vocabulary set founded on RDF model as well. We implemented Policy based In-depth Searching and Cleansing(PISC for short) system that proceeds in-depth searching across LODs by referencing the link policies. PISC has been published on Github. LODs have participated voluntarily to LOD cloud so that degree of the entity identity needs to be evaluated. PISC, therefore, evaluates the identities and cleanses the searched entities to confine them to that exceed user's criterion of entity identity level. As for searching results, PISC provides entity's detailed contents which have been collected from diverse LODs and ontology customized to the content. Simulation of PISC has been performed on DBpedia's 5 LODs. We found that similarity of 0.9 of source and target RDF triples' objects provided appropriate expansion ratio and inclusion ratio of searching result. For sufficient identity of searched entities, 3 or more target LODs are required to be specified in link policy.
Journal of Korea Society of Industrial Information Systems
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v.23
no.5
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pp.61-76
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2018
Everything is coming into the world of network where modern people are living. The Internet of Things that attach sensors to objects allows real-time data transfer to and from the network. Mobile devices, essential for modern humans, play an important role in keeping all traces of everyday life in real time. Through the social network services, information acquisition activities and communication activities are left in a huge network in real time. From the business point of view, customer needs analysis begins with SNS data. In this research, we want to build an automatic collection system of SNS contents of web environment in real time using Python. We want to help customers' needs analysis through the typical data collection system of Instagram, Twitter, and YouTube, which has a large number of users worldwide. It is stored in database through the exploitation process and NLP process by using the virtual web browser in the Python web server environment. According to the results of this study, we want to conduct service through the site, the desired data is automatically collected by the search function and the netizen's response can be confirmed in real time. Through time series data analysis. Also, since the search was performed within 5 seconds of the execution result, the advantage of the proposed algorithm is confirmed.
Under the Korean mental health circumstances where familistic culture is predominant and social resources are limited, siblings are an important presence that effect chronically mentally ill people's lives. Despite this fact, our society in some aspect overlooks their importance. Therefore, this study is focused on the role of siblings as caregivers of chronically mentally ill adults and is conducted to understand the relevant process and types of how siblings fulfill the role of caregivers. In order to achieve this goal, data was collected from nine study participants through individual interviews and focus group interviews and its contents were analyzed according to Grounded Theory. The results revealed that the siblings' experiences as caregivers of chronically mentally ill people were mainly categorized as 'carrying painful memory, responsibility, and concern about the obscure future of the mentally ill sibling and finding a caring role different from those of parents.' Moreover three types of sibling caregivers were recognized: 'reality-adapting, obligation fulfilling' type, 'sacrificial self-responsibility fulfilling' type, and 'growing guardianship creator' type. This research aimed to vividly deliver the voices of research participants and proposed social support and permanent planning services based on the experiences and desires unique to siblings.
Journal of the Economic Geographical Society of Korea
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v.15
no.1
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pp.42-62
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2012
This paper suggests a genuine method to estimate the agglomeration effects of Industrial Cluster focusing on the FOODPOLIS (KOREA NATIONAL FOOD CLUSTER). In this study, we will focus on two issues related to the clustering effect. First, Clusters affect productivity, and a cluster allows companies to operate more productively in inputs; accessing technology, human resource, information, services, and needed institutions. Second, we assume that the effects of Industrial Cluster can be estimated from measurement on differency of an added value between large-scale enterprises and smaller ones. To demonstrate effectiveness of this approach, the estimated effect was compared with that from the related study (A Mini-Cluster). Industry Clusters have been considered as critical factors for regional competitiveness and economic revitalization. For this, the government and local government should find a way and strategy to provide useful contents that can attract the participation of firms and to secure strategic positioning and competition strategies.
Purpose: The purpose of this study is to understand and analyze the current status of dementia management and rehabilitation services in Busan, South Korea, in response to the rapid increase of people with dementia due to the aging of the population. Methods: To investigate the current status of dementia rehabilitation in Busan, a survey was disseminated to dementia safety centers and day- and night-care centers in 16 districts/counties in Busan. Of the 209 day- and night-care centers, 23 institutes were registered in the National Health Insurance Service and received the highest grade (Grade A) in the institute evaluation that was implemented in each district. A telephone interview was conducted, and survey questions were related to the existence of an ongoing dementia rehabilitation program, program presenter, number of participants, progress method, program time, program duration, program contents, and participation path. Results: Dementia safety centers were implementing dementia prevention program, cognitive enhancing program, dementia program, self-help meeting and education program for family of dementia patient. The majority of the presenters of all four dementia-related programs were occupational therapists. The highest number of participants in the dementia prevention program was 15, and the highest number of participants in the cognitive enhancing program, dementia program, self-help meeting and education program for family of dementia patient was 10. All institutes' programs delivered group therapy. As for the time and frequency of the program, most dementia program included three-hour sessions five times a week. Most dementia prevention program, cognitive enhancing program, self-help meeting and education program for family of dementia patient included 60-minute sessions once a week. The most frequently observed program duration for the dementia prevention program and cognitive enhancing program was six months, and the most frequently observed duration for the dementia program was three months. Lastly, study participants most often reported that self-help meeting and education program for family of dementia patient lasted for two months. Among day- and night-care centers in Busan, programs related to cognition were implemented in 18 institutes, and the majority of the program presenters were social workers. Conclusion: In response to the rapidly growing number of dementia patients due to the aging of the population, this study examined the current status of dementia rehabilitation in Busan. The study results underscore the need to develop systems that consider the circumstances in Busan and continuously and systematically support dementia programs.
The purpose of this study is to compare and analyze the utilization state of smart devices and the recognition level of educational application development of the general high school and the specialized high school. Specialized high school students preferred the utilization of smart devices more and daily spent on the devices more time than general high school students. As for the learning field, language for the general high school and the certificate of qualification for the specialized high school were shown high. The merit of smart device utilization is the use of spare time and its infrastructure was most required. The most expected content is a video lecture for the general high school and cooperative learning for the specialized high school and the most satisfied point was mobility. The specialized high school students feel more necessity about the application development for culinary education and had a plan to utilize it more and more preferred practice videos. As for the food development areas, the general high school students hoped simple food and the specialized high school students did cooking technician food and they both hoped the application to be uploaded in portal sites and the department homepage. The application development for culinary education is required to focus simulation learning including practice videos and cooking recipes and add an evaluation function to check the academic achievement levels. It is required to provide the subject goals of each course and concrete information on solving problems. Contents including video, music, texts need to be attached to improve learning immersion. There should be the beginning and development of a lesson and the flow of arrangement and communication between main bodies of learning should be improved by utilization of SNS cooperative learning services.
Huh-Im(許任, 1570~1647) was an acupuncture doctor of Chosun(朝鮮) era through the late 16th century and early 17th century. Even though he was a person of low birth, he participated in the loyal medication through three loyal generations, Sunjo(宣祖), Kwanghaegun(光海君) and Injo(仁祖). He was recognized of his services and became an official, 'Dangsanggwan'(堂上官) and Kyunggi(京畿) district official several times. In the early Chosun era, acupuncture medicine was focused. During the late 16th century, Imjin(壬辰) war aroused more needs about acupuncture medicine, and acupuncture doctors showed remarkable work. Under these circumstances, Huh-Im(許任)'s fame spread throughout the country. Huh-Im(許任) wrote ChimGuKyungHumBang("鍼灸經驗方") in 1644 based on his lifetime clinical acupuncture & moxibustion experience. It was the first specialized book of acupuncture in Chosun era. This event took place 30 years after DongEuiBoGam - Acupuncture Chapter("東醫寶鑑-鍼灸篇") was published. But it was not influenced much by DongEuiBoGam - Acupuncture Chapter("東醫寶 鑑-鍼灸篇") in the form or contents. ChimGuKyungHumBang("鍼灸經驗方") and Huh-Jun(許浚)'s DongEuiBo- Gam - Acupuncture Chapter("東醫寶鑑-鍼灸篇") were the fruits of the middle Chosun, and they are complementary to each other in theory and practice. The chief distinctions of ChimGuKyungHumBang("鍼灸經驗方") are in it's compact and practical edition and a lot of his clinical acupuncture prescriptions mentioned in the book. Huh-Im(許任) not only accepted the existing books such as NaeKyung("內經"), DongInSuHyulChimGuDoKyung and Shin- Eung Kyung("神應經") with his point of view and clinical experience, but also showed creative operation of studies. Indicating incorrect acupuncture points(訛穴), acupuncture remedy based on the visceral pathogenesis(臟腑病機) and the channel pathogenesis, research on new acupuncture points, sorting out plenty of outer meridian acupuncture points(經外奇穴), creating supplementary and purging acupuncture method(鍼補瀉法) which is a change of hand treatment of KiHyoYangBang("奇效良方"), operating variety of acupuncture and moxibustion treatments, and application of acupuncture treatments on surgery field such as intumescences and emergency cases are the examples. Huh-Im(許任)'s ChimGuKyungHumBang("鍼灸經驗方") influenced on the folk remedy books(民間經驗方書) in the late Chosun era. Compact and practical characteristics of the book let acupuncture treatment be freindly to the people. It can be confirmed in JeungBoSanRimKyungJe-Emergency Chapter("增補山林經濟-救急篇") or the formation of SaAmChimBob(舍巖鍼法). ChimGuKyungHumBang("鍼灸經驗方") was introduced to Japan in 18th century and published twice. ChimGuJibSung("鍼灸集成"), known as an acupuncture medical book of late Qing dynasty(淸末, 1874), is confirmed to be an plagiarization of DongEuiBoGam-Acupuncture Chapter("東醫寶鑑-鍼灸篇") and ChimGuKyungHum- Bang("鍼灸經驗方") of 17th century Chosun. Confusions and errors arouse from mistaken editional trend of ChimGuJIbSung("鍼灸集成") which had not disclosed it's original author and the title of the book must be reformed. In this way, fruits of acupuncture of the middle Chosun era including Huh-Im(許任)'s ChimGuKyungHumBang("鍼灸經驗方") will take a right place in acupuncture medicine history.
Choi, Ji-Weon;Lee, Ji Hyun;Kim, Won Bae;Kim, Chang-Kug;Jung, Hyun Kyung;Hong, Yoon Pyo;Kim, Ji Gang
Korean Journal of Plant Resources
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v.30
no.1
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pp.29-37
/
2017
The effect of packaging materials on the quality and physiological activity of Angelica acutiloba leaves during storage at $4^{\circ}C$ for 20 days and after being transferred to room temperature for 2 days was studied. The experiment was conducted using three packaging materials: the corrugated box (control); corrugated box with $20{\mu}m$ HDPE perforated film liner; and corrugated box with paraffin wax coated paper $+20{\mu}m$ HDPE perforated film liner. Changes in weight, color, aroma, overall visual quality, antioxidant activity, and total flavonoids were investigated. Based on the result, the treatments using corrugated box with $20{\mu}m$ HDPE perforated film liner and the corrugated box with paraffin wax coated paper $+20{\mu}m$ HDPE perforated film liner, were effective in minimizing weight loss, and maintaining external color and overall quality as compared to corrugated box only (control). The corrugated box with paraffin wax coated paper $+20{\mu}m$ HDPE perforated film liner was more effective in maintaining antioxidant activity and total flavonoids than other treatments. Prolonging the freshness using corrugated box with paraffin wax coated paper $+20{\mu}m$ HDPE perforated film liner could increase the marketability of Angelica acutiloba leaves in the domestic market.
Recently various contents have been produced using the techniques that require high-performance computing process. A lot of services have been being producted as AR(Augmented Reality) service being combined with mobile information service that a moving user search various information based on one's location with. Mobile information service has a characteristic that it needs to get new information according to the location an user moves to. The characteristic requires a lot of communications when user search information moving to a different location. In order to make up for this drawback, we propose a prefetching technique based on speed and viewing angle in this paper. Existing prefetching techniques retrieve the following location of users considering moving speed and direction of the users. The data showed on the screen in AR is limited by the viewing angle of the mobile device. Due to the problems we discussed above, existing prefetching techniques have a demerit that they retrieve a lot more data than needed actually. We propose more efficient way of retrieving data with AR using the viewing angle of the mobile device. The method we propose reduces retrieval of unnecessary location using the users' speed, direction and viewing angle. This method is more efficient than the existing ways of retrieval because we don't need as many data.
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