• Title/Summary/Keyword: Intents

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Generate Optimal Number of Features in Mobile Malware Classification using Venn Diagram Intersection

  • Ismail, Najiahtul Syafiqah;Yusof, Robiah Binti;MA, Faiza
    • International Journal of Computer Science & Network Security
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    • v.22 no.7
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    • pp.389-396
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    • 2022
  • Smartphones are growing more susceptible as technology develops because they contain sensitive data that offers a severe security risk if it falls into the wrong hands. The Android OS includes permissions as a crucial component for safeguarding user privacy and confidentiality. On the other hand, mobile malware continues to struggle with permission misuse. Although permission-based detection is frequently utilized, the significant false alarm rates brought on by the permission-based issue are thought to make it inadequate. The present detection method has a high incidence of false alarms, which reduces its ability to identify permission-based attacks. By using permission features with intent, this research attempted to improve permission-based detection. However, it creates an excessive number of features and increases the likelihood of false alarms. In order to generate the optimal number of features created and boost the quality of features chosen, this research developed an intersection feature approach. Performance was assessed using metrics including accuracy, TPR, TNR, and FPR. The most important characteristics were chosen using the Correlation Feature Selection, and the malicious program was categorized using SVM and naive Bayes. The Intersection Feature Technique, according to the findings, reduces characteristics from 486 to 17, has a 97 percent accuracy rate, and produces 0.1 percent false alarms.

Agent's Activities based Intention Recognition Computing (에이전트 행동에 기반한 의도 인식 컴퓨팅)

  • Kim, Jin-Ok
    • Journal of Internet Computing and Services
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    • v.13 no.2
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    • pp.87-98
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    • 2012
  • Understanding agent's intent is an essential component of the human-computer interaction of ubiquitous computing. Because correct inference of subject's intention in ubiquitous computing system helps particularly to understand situations that involve collaboration among multiple agents or detection of situations that can pose a particular activity. This paper, inspired by people have a mechanism for interpreting one another's actions and for inferring the intentions and goals that underlie action, proposes an approach that allows a computing system to quickly recognize the intent of agents based on experience data acquired through prior capabilities of activities recognition. To proceed intention recognition, proposed method uses formulations of Hidden Markov Models (HMM) to model a system's prior experience and agents' action change, then makes for system infer intents in advance before the agent's actions are finalized while taking the perspective of the agent whose intent should be recognized. Quantitative validation of experimental results, while presenting an accurate rate, an early detection rate and a correct duration rate with detecting the intent of several people performing various activities, shows that proposed research contributes to implement effective intent recognition system.

New Re-ranking Technique based on Concept-Network Profiles for Personalized Web Search (웹 검색 개인화를 위한 개념네트워크 프로파일 기반 순위 재조정 기법)

  • Kim, Han-Joon;Noh, Joon-Ho;Chang, Jae-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.12 no.2
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    • pp.69-76
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    • 2012
  • This paper proposes a novel way of personalized web search through re-ranking the search results with user profiles of concept-network structure. Basically, personalized search systems need to be based on user profiles that contain users' search patterns, and they actively use the user profiles in order to expand initial queries or to re-rank the search results. The proposed method is a sort of a re-ranking personalized search method integrated with query expansion facility. The method identifies some documents which occur commonly among a set of different search results from the expanded queries, and re-ranks the search results by the degree of co-occurring. We show that the proposed method outperforms the conventional ones by performing the empirical web search with a number of actual users who have diverse information needs and query intents.

Research and Analysis on the DGPS radiobeacon propagation measurement of Domestic ferry Lines (우리나라 선박 항로구간의 DGPS 전파측정 조사.분석)

  • Jeon, Joong-Sung;Lee, Seo-Jeong;Lim, Sung-Hun;Kim, Ho-Jun;Lee, Hyng-Sang;Lee, Yong-Ahn
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2010.04a
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    • pp.521-523
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    • 2010
  • Reseatch and Analysis on the DGPS radiobeacon propagation measurement of Domestic ferry lines Starting with maritime DGPS Base stations of Palmido, Ochongdo which have been operated since 1999, truly our nation has become the most powerful country possessed with total of 17 DGNSS base stations in the field of DGNSS operation infrastructure. This paper intents to consider the development direction of the country's DGNSS services as identifying the services range of the maritime DGPS base stations in the south coast domestic ferry lines which sections are Busan$\rightarrow$Jeju, Jeju$\rightarrow$Nokdong.

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A Study on Dasan s System of Washing and Shrouding a Dead Body - Focused on SANGUJUNG - (다산의 염습의 제도에 관한 연구 -상구정을 중심으로-)

  • 손남숙;임영자
    • Journal of the Korean Society of Costume
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    • v.51 no.3
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    • pp.75-85
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    • 2001
  • The system of washing and shrouding a dead body is a series of procedures for encoffining in funeral rites, which are taken after death indentification by using CHOKWANG and praying for the resurrection of a dead body by calling a soul departed from the body. The washing and shrouding a dead body (hereinafter reffered to as "YEOMSEUP") is the broad concept which contains the procedures of washing, clothing and shrouding the body. The clothing includes washing, putting rices into the mouth. and then dressing while the shrouding includes first wrapping, second-wrapping and encoffining. The clothes for YEOMSEUP (all clothes and articles for funeral rites are designated) will be put in the coffin along with a dead body according to the YEOMSEUP procedures. Dasan, a SILHAK scholar in the late Yi Dynasty, pointed out some problems of the funeral rites observed in those days. At the same time, he found that the problems had arisen from the misinterpretation of the original descriptions in Chinese characters. and had tried to correct them. The books written by Dasan basically emphasized his ideology reshaping the whole procedures by trimming and removing meaningless formalities which are too much luxurious and wasteful and making them as a part of the original principles of the funeral rites. His Intents are clearly shown in his wrings on practical ettiquttes, such as SANGRYESAJON and SANGUIJEOLYO. In its attempt, this study aims at reformulating the DASAN\\`s SANGRYESAJON in terms of YEOMSEUP methods. A lot of virtues of the Dasan, like WOOSU, SIMUI, DAEDAE, MO, SORYUMHYO and DAERYUMHYO could also be found accordingly. The merits and characteristic in funeral rites are an obedience in filial duty, the pursuit of frugality. and the efficiency of practical functions. It could be said that the resurvey of DASAN′s theory on YEOMSEUP procedures is a meaningful work today when the original meaning of funeral rites fades out. Furthermore, discussions of refined burial service and encouraging cremation designed to improve land use, which are widely spread among people, could weaken the basic philosophy of YEOMSEUP and more likely propagate the atmosphere of despising the dignity of human beings.

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Effect of Brand Recognition and Familiarity on Consumer Preferences for Commercial Rice Wines (yakju) (브랜드 인지여부 및 친밀도가 시판 약주의 소비자 기호도에 미치는 영향)

  • Lee, Seung-Joo
    • Korean Journal of Food Science and Technology
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    • v.43 no.1
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    • pp.23-29
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    • 2011
  • The objectives of this study were to investigate the effects of brand familiarity and brand recognition on the acceptance of 10 commercial Korean rice wines (yakju). For the consumer preference testing, 104 rice wine drinkers (males, 56; female, 48) from their 20's to 40's were recruited. Consumers first rated the preferences and purchasing intent of the samples without accompanying information about each sample. During a break, brand familiarities and demographics were surveyed. The consumers then rated the preferences and purchasing intent with information about each sample. An analysis of variance was constructed to evaluate the effect of gender, age, and samples on the liking and purchasing intent of the rice wine products. Significant differences were observed for the likings and purchasing intents among the 10 samples with and without brand information, respectively. A paired t-test was performed to evaluate the effect of brand recognition between with and without brand information. A significant effect of brand recognition was confirmed, particularly for the samples with higher levels of brand familiarity. Internal preference mapping was performed to understand the overall relationships between each consumer's liking of the 10 samples with and without brand information. Acceptance tended to shift toward more familiar products when the information was presented.

A Study on the Advancement Planning of Telecommunications Infrastructure of Educational Facilities for e-Learning (e-러닝을 위한 교육시설의 정보통신 인프라 고도화 계획에 관한 연구)

  • Park, Tong-So;Park, Chan-Joo;Kang, Hee-Su
    • Journal of the Korean Institute of Educational Facilities
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    • v.15 no.1
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    • pp.17-25
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    • 2008
  • As a study on the advancement planning for the telecommunications infrastructure of the educational facilities for the purpose of the proliferation of e-learning, this study was conducted with the intents of preparing for the design guidelines to be considered in the initial stage of an architectural design for applying WLANs(wireless LANs), which play a role as the international standard for next generation of telecommunications, to the educational facilities and of making a proposal for changes of the existing computer rooms according to the appearance of new teaching and learning tools, for example, digital textbooks, and the proliferation of personal information devices. In this study, the design guidelines were made by analyzing the elements to be applied to architecture designs as well as understanding the trend of the cabling, pathways and spaces requirements in the area of telecommunications after examining the relevant international standards, such as ANSI and TIA, etc., in order for applying WLANs to the educational facilities. In addition, a field survey was conducted targeting on the elementary schools in 'C' city in order to suggest a proposal for the improvements of operations and maintenance of the existing computer labs and computers. As the results of analyzing the data from the field study, it was surveyed that the following matters should be urgently improved in order for the schools to be developed as Ubiquitous schools in the future: First, the biggest hold-up is how to maintain the desktop computers well. Second, there are some limitations far the students to use the computers enough due to the lack of the number of computers. Third, the computer education for the students is limited to instructing the students in training themselves only for the functions of each kind of application software.

The Care of Infant in Group Settings (영·유아의 단체양육에 관한 일 연구)

  • Chang, Young Hee;Lee, So Hee
    • Korean Journal of Child Studies
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    • v.3
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    • pp.1-15
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    • 1982
  • I. Objectives This study was done to analyze and evaluate the attitudes of the working mothers toward the care of infants in group settings. II. Method and Procedures 1. Standardized questionnaire were sent out to look into the following: 1) the attitude of working mothers, who have infants below 4 years of age, regarding their job, care-taker and group settings. 2) the status of taking care of their infants 2. Subjects Women teachers of Seoul and Kyung Ki primary school districts, who have infants below age 4. The selection of these subjects were done by random sampling. III. Results 1. Attitudes regarding their jobs: The first reason for retaining their jobs are for financial reasons; whereas, their intents of self-actualization and contributions to society comes next. 2. The Status of Caretakers 60.7% of the care-takers are family-related members, and 38.3% are not. The educational level of caretakers are as follows, with 19.6% of the caretakers without any formal education, 44% with primary education, and 18.7% having high school education. The reasons for the dissatisfaction by the caretakers are low education, a frequent change of caretaker, and an attitude without affection. The cost of child caring is high, the main reason being the heavy expense spent on the caretakers. 3. Attitudes of care in group settings: 85.9% of the subjects responded with positive reactions for the necessity of having group-settings. The reasons given for the importance of having a group setting are early experience, social interaction with peer group and educational functioning, in addition to protective care. They desire for a family-style care which can raise infants under high quality of care.

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A Study on the Establishment of Anti-Drone system for the Protection of National Important Facilities (국가중요시설 방호를 위한 안티드론 시스템 구축 방안 연구)

  • Hwang, Soon-phil;Kim, Doo-hwan
    • Journal of Digital Convergence
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    • v.18 no.11
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    • pp.247-257
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    • 2020
  • The Purpose of this study is to present effective Anti-Drone systems to protect national important facilities against drones that are illegally used by crime groups and terrorists with malicious intents. In order to accomplish the purpose of the study, technical and policy reports regarding Anti-Drone systems, open documents from manufacturers and various research papers are reviewed, and in-depth interviews with experts were conducted. Studies have shown that it is effective to overlay and mix different detection systems so that they can improve detection rates by supplementing each other's advantages and disadvantages, and that the means of incapacitation need to acquire flexibility by using both soft-kill and hard-kill methods in accordance with operational environment for the effective usage. In other words, the establishment of an illegal drone pre-management system, mixed and overlapping detection assets, determining appropriate countermeasures, and multiple distribution of means of incapacitation. The establishment of a protection system for important national facilities through the operation of overlapping and complex anti-drone systems is the most urgent task.

Analysis of Vogue Magazine on Forms of Image Expression and Utilization of Model Poses in Fashion Photos (패션매거진 Vogue의 패션사진에 나타난 이미지 표현형식 및 모델 포즈의 활용유형 분석)

  • Kim, Young-Min;Kim, Young-Sam
    • Journal of the Korean Society of Costume
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    • v.66 no.4
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    • pp.111-127
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    • 2016
  • The study aims to examine the forms of 'image expression' and utilization of model poses in fashion photos, and to delve into the characteristics and the intents that make certain model poses effective in expressing an image. The study used the fashion photos in the fashion magazine, Vogue, to analyze the different model poses used to express different images. The results are as follows. First, image expression forms in fashion photos were categorized into 'direct product suggestion expression form', 'sensual image expression form', 'sexual image expression form', 'story telling expression form', 'everyday situation expression form', and 'fantastic image expression form'. The different utilization types of model poses were categorized into 'type utilizing intangible elements', 'type utilizing complicated elements', 'type utilizing living organisms', 'type utilizing props', 'type utilizing clothes', 'type utilizing location', 'type utilizing accessories', and 'type utilizing products'. Second, the most common expression form for fashion photos used in advertisements was the 'direct product suggestion expression form', which was followed by the sensual image expression form. The most popular form used in the editorial fashion photos was the direct suggestion product expression form, which was followed by the story telling expression form. Third, the most common model pose type for direct product suggestion form was the 'type utilizing product'. Fourth, 'direct product suggestion expression form' was mostly used in editorial fashion photos. The most common utilization types of model poses were 'type utilizing clothes', 'type utilizing props', and 'type utilizing place'.