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Fuzzy Linguistic Recommender Systems for the Selective Diffusion of Information in Digital Libraries

  • Porcel, Carlos;Ching-Lopez, Alberto;Bernabe-Moreno, Juan;Tejeda-Lorente, Alvaro;Herrera-Viedma, Enrique
    • Journal of Information Processing Systems
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    • v.13 no.4
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    • pp.653-667
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    • 2017
  • The significant advances in information and communication technologies are changing the process of how information is accessed. The internet is a very important source of information and it influences the development of other media. Furthermore, the growth of digital content is a big problem for academic digital libraries, so that similar tools can be applied in this scope to provide users with access to the information. Given the importance of this, we have reviewed and analyzed several proposals that improve the processes of disseminating information in these university digital libraries and that promote access to information of interest. These proposals manage to adapt a user's access to information according to his or her needs and preferences. As seen in the literature one of the techniques with the best results, is the application of recommender systems. These are tools whose objective is to evaluate and filter the vast amount of digital information that is accessible online in order to help users in their processes of accessing information. In particular, we are focused on the analysis of the fuzzy linguistic recommender systems (i.e., recommender systems that use fuzzy linguistic modeling tools to manage the user's preferences and the uncertainty of the system in a qualitative way). Thus, in this work, we analyzed some proposals based on fuzzy linguistic recommender systems to help researchers, students, and teachers access resources of interest and thus, improve and complement the services provided by academic digital libraries.

Enhancement of Library Internship Reflecting Participants' Opinions based on Activity Theory (활동이론을 적용한 사서인턴십 개선 방안 연구 - 인턴십 참여자의 관점에서 -)

  • Park, Zi-young;Park, Sung-jae
    • Journal of the Korean Society for Library and Information Science
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    • v.51 no.1
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    • pp.307-332
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    • 2017
  • The purpose of this study is to identify contradictions in library internship, and address them. As a case study, students who were enrolled in the internship class opened in the 2016 fall semester in a university in Seoul were interviewed. Through applying Activity Theory, the process of internship and contradictions presented in its process were analyzed. The findings indicate that students were satisfied with their internship experience. The internship experience also makes positive impacts on students in terms of understanding the library and information science and deciding their future career as a librarian. Such contradictions as internship duration, operation of the internship process, level of participation or practice, and overlap of part-time experience in a library were identified. This study suggests to make the internship systematic in order to address the contradictions through that all parties in internship are actively participated in internship and that they share information related with the internship.

A Study on Neutralization and Organizational Citizenship Behavior for Information Security Policy Compliance (직원의 정보보안 정책 준수에 대한 중화기술과 조직시민행동의 영향 연구)

  • Choi, Myeonggil;Choi, Hwayoung
    • Information Systems Review
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    • v.17 no.3
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    • pp.65-76
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    • 2015
  • This paper examines the influence of neutralization techniques and voluntary actions on intention to comply information security policy. Data were collected through an online survey and hypothesis results were all hypotheses were supported. The results of this study improve understanding on the voluntary nature of employee behavior for participating in the organization's policies and the rationalization of the employees trying weakening the organization's policy intentions. The organization shoud implement specific education and training in order to suppress the rationalization of employees and develop a plan to have a kinship with the employees of the organization.

Building a Korean-English Parallel Corpus by Measuring Sentence Similarities Using Sequential Matching of Language Resources and Topic Modeling (언어 자원과 토픽 모델의 순차 매칭을 이용한 유사 문장 계산 기반의 위키피디아 한국어-영어 병렬 말뭉치 구축)

  • Cheon, JuRyong;Ko, YoungJoong
    • Journal of KIISE
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    • v.42 no.7
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    • pp.901-909
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    • 2015
  • In this paper, to build a parallel corpus between Korean and English in Wikipedia. We proposed a method to find similar sentences based on language resources and topic modeling. We first applied language resources(Wiki-dictionary, numbers, and online dictionary in Daum) to match word sequentially. We construct the Wiki-dictionary using titles in Wikipedia. In order to take advantages of the Wikipedia, we used translation probability in the Wiki-dictionary for word matching. In addition, we improved the accuracy of sentence similarity measuring method by using word distribution based on topic modeling. In the experiment, a previous study showed 48.4% of F1-score with only language resources based on linear combination and 51.6% with the topic modeling considering entire word distributions additionally. However, our proposed methods with sequential matching added translation probability to language resources and achieved 9.9% (58.3%) better result than the previous study. When using the proposed sequential matching method of language resources and topic modeling after considering important word distributions, the proposed system achieved 7.5%(59.1%) better than the previous study.

Database Workload Analysis : An Empirical Study (데이타베이스 워크로드 분석 : 실험적 연구)

  • Oh, Jeong-Seok;Lee, Sang-Ho
    • The KIPS Transactions:PartD
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    • v.11D no.4
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    • pp.747-754
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    • 2004
  • Database administrators should be aware of performance characteristics of database systems in order to manage database system effectively. The usages of system resources in database systems could be quite different under database workloads. The objective of this paper is to identify and analyze performance characteristics of database systems in different workloads, which could help database tuners tune database systems Under the TPC-C and TPC-W workloads, which represent typical workloads of online transaction processing and electronic commerce respectively, we investigated usage types of resource that are determined by fourteen performance indicator, and are behaved in response to changes of four tuning parameters (data buffer, private memory, I/O process, shared memory). Eight out of the fourteen performance indicators cleary show the performance differences under the workloads. Changes of data buffer parameter give a influences to database system. The tuning parameter that affects the system performance significantly is the database buffer size in the both workloads.

English Word Game System Recognizing Newly Coined Words (신조어를 인식할 수 있는 영어단어 게임시스템)

  • Shim, Dong-uk;Park, So-young;Kim, Ki-sub;Kang, Han-gu;Jang, Jun-ho;Kim, Dae-woong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.05a
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    • pp.521-524
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    • 2009
  • Everyone can easily acquire learning materials on web environment that rapidly develops. Because the importance of English education has been emphasized day by day, many English education systems are introduced. However, previous most English education systems support only single user mode, and cannot deal with a newly coined word such as 'WIKIPEDIA'. In order to lead a user's learning ability with interest and enjoyment, this paper propose an online English word game system implementing a 'scrabble' board game. The proposed English word game system has the following characteristics. First, the proposed system supports both single user mode and multi user mode with a virtual user based on artificial intelligence. Second, the proposed system can recognize newly coined words such as 'WIKIPEDIA' by using NEVER Open API dictionary. Third, the proposed system offers familiar user interface so that a user can play the game without any manual. Therefore, it is expected that the proposed system can help users to learn English words with interest and enjoyment.

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Workplace System Factors of Obstetric Nurses in Northeastern Ontario, Canada: Using a Work Disability Prevention Approach

  • Nowrouzi, Behdin;Lightfoot, Nancy;Carter, Lorraine;Larivere, Michel;Rukholm, Ellen;Belanger-Gardner, Diane
    • Safety and Health at Work
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    • v.6 no.4
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    • pp.305-311
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    • 2015
  • Background: The purpose of this study was to examine the relationship nursing personal and workplace system factors (work disability) and work ability index scores in Ontario, Canada. Methods: A total of 111 registered nurses were randomly selected from the total number of registered nurses on staff in the labor, delivery, recovery, and postpartum areas of four northeastern Ontario hospitals. Using a stratified random design approach, 51 participants were randomly selected in four northeastern Ontario cities. Results: A total of 51 (45.9% response rate) online questionnaires were returned and another 60 (54.1% response rate) were completed using the paper format. The obstetric workforce in northeastern Ontario was predominately female (94.6%) with a mean age of 41.9 (standard deviation = 10.2). In the personal systems model, three variables: marital status (p = 0.025), respondent ethnicity (p = 0.026), and mean number of patients per shift (p = 0.049) were significantly contributed to the variance in work ability scores. In the workplace system model, job and career satisfaction (p = 0.026) had a positive influence on work ability scores, while work absenteeism (p = 0.023) demonstrated an inverse relationship with work ability scores. In the combined model, all the predictors were significantly related to work ability scores. Conclusion: Work ability is closely related to job and career satisfaction, and perceived control at work among obstetric nursing. In order to improve work ability, nurses need to work in environments that support them and allow them to be engaged in the decision-making processes.

ASSESSMENT OF CFD CODES USED IN NUCLEAR REACTOR SAFETY SIMULATIONS

  • Smith, Brian L.
    • Nuclear Engineering and Technology
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    • v.42 no.4
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    • pp.339-364
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    • 2010
  • Following a joint OECD/NEA-IAEA-sponsored meeting to define the current role and future perspectives of the application of Computational Fluid Dynamics (CFD) to nuclear reactor safety problems, three Writing Groups were created, under the auspices of the NEA working group WGAMA, to produce state-of-the-art reports on different aspects of the subject. The work of the second group, WG2, was to document the existing assessment databases for CFD simulation in the context of Nuclear Reactor Safety (NRS) analysis, to gain a measure of the degree of quality and trust in CFD as a numerical analysis tool, and to take initiatives to extend the existing databases. The group worked over the period of 2003-2007 and produced a final state-of-the-art report. The present paper summarises the material gathered during the study, illustrating the points with a few highlights. A total of 22 safety issues were identified for which the application of CFD was considered to potentially bring real benefits in terms of better understanding and increased safety. A list of the existing databases was drawn up and synthesised, both from the nuclear area and from other parallel, non-nuclear, industrial activities. The gaps in the technology base were also identified and discussed. In order to initiate new ways of bringing experimentalists and numerical analysts together, an international workshop -- CFD4NRS (the first in a series) -- was organised, a new blind benchmark activity was set up based on turbulent mixing in T-junctions, and a Wiki-type web portal was created to offer online access to the material put together by the group giving the reader the opportunity to update and extend the contents to keep the information source topical and dynamic.

Factors affecting the Intention to get COVID-19 Vaccine according to Employee's Health Beliefs (직장인의 건강신념이 COVID-19 예방접종 이행의도에 미치는 요인)

  • Kim, Yu-Mi;Jung, Se-Young;Lee, Geun-Chul;Kim, Byoung-Gwon
    • Journal of agricultural medicine and community health
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    • v.46 no.4
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    • pp.207-217
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    • 2021
  • Objectives: The purpose of this study was to investigate the factors in which employee's health beliefs affect their intention to get COVID-19 vaccines. Methods: The participants of this survey were 237 emlpoyees living in Busan. Data were collected using structured online questionnaires from April 26th to May 6th, 2021. The data were analyzed in SPSS WIN version 25.0 using descriptive statistics, t-test, chi-square test, multiple logistic regression analysis. Results: At the average score for each area of health beliefs regarding COVID-19, self-efficacy was 4.45 points, perceived sensitivity 4.71 points, perceived severity 3.59 points, perceived benefit 4.46 points, and perceived disability 2.19 points. Monthly income, perceived sensitivity, perceived severity, and perceived benefit were found to be factors affecting the intention to get COVID-19 vaccines. Conclusions: In order to improve the vaccination intention of COVID-19, it is necessary for subjects to recognize the seriousness of the disease, increase their sensitivity to the disease, and actively promote and educate the community about the benefits of vaccination.

A Survey on the Clinical Practice Patterns of Irritable Bowel Syndrome in Korean Medicine (과민대장증후군(Irritable Bowel Syndrome)의 한의임상 진료현황에 대한 설문조사 연구)

  • Jun, Hyejin;Kim, Keumji;Ko, Seok-Jae;Park, Jae-Woo
    • The Journal of Internal Korean Medicine
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    • v.42 no.4
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    • pp.532-546
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    • 2021
  • Objective: This study investigated the perception, diagnosis, and treatment of irritable bowel syndrome (IBS) in the general population, in patients, and in Korean medicine doctors (KMDs) in order to provide basic information for the development of Korean medicine clinical practice guidelines for IBS. Methods: A questionnaire was developed in two versions, one for the general population/patients and one for KMDs. The questions were about the general perception, diagnosis, and treatment of IBS. Both online and offline surveys were conducted using these questionnaires. Results: In total, 213 general population/patients and 435 KMDs responded to the survey. The results of the analysis were as follows. Most of the KMDs diagnosed IBS based on clinical aspects. Acupuncture was the most common treatment, followed by prescription herbal medicine, moxibustion, and manufactured herbal medicine. 34.3% of KMDs used clinical practice guidelines for IBS patient treatment. 57.8% of patients were diagnosed with IBS by doctors at primary medical institutions, and 53.1% were diagnosed with colonoscopy. More than half of the IBS patients who have been treated with Korean medicine said they experienced improvement of symptoms and prevention of recurrence, but more than 70% of the respondents said future safety and effectiveness studies of Korean medicine were needed. Conclusions: In spite of the positive perception of IBS treatment with Korean medicine, actual utilization was relatively low. The development and promotion of, as well as education about, appropriate and reasonable Korean medicine practice guidelines for IBS is necessary.