• Title/Summary/Keyword: Article Combination

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Citation-based Article Summarization using a Combination of Lexical Text Similarities: Evaluation with Computational Linguistics Literature Summarization Datasets

  • Kang, In-Su
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.7
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    • pp.31-37
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    • 2019
  • Citation-based article summarization is to create a shortened text for an academic article, reflecting the content of citing sentences which contain other's thoughts about the target article to be summarized. To deal with the problem, this study introduces an extractive summarization method based on calculating a linear combination of various sentence salience scores, which represent the degrees to which a candidate sentence reflects the content of author's abstract text, reader's citing text, and the target article to be summarized. In the current study, salience scores are obtained by computing surface-level textual similarities. Experiments using CL-SciSumm datasets show that the proposed method parallels or outperforms the previous approaches in ROUGE evaluations against SciSumm-2017 human summaries and SciSumm-2016/2017 community summaries.

(Efficient Methods for Combining User and Article Models for Collaborative Recommendation) (협력적 추천을 위한 사용자와 항목 모델의 효율적인 통합 방법)

  • 도영아;김종수;류정우;김명원
    • Journal of KIISE:Software and Applications
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    • v.30 no.5_6
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    • pp.540-549
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    • 2003
  • In collaborative recommendation two models are generally used: the user model and the article model. A user model learns correlation between users preferences and recommends an article based on other users preferences for the article. Similarly, an article model learns correlation between preferences for articles and recommends an article based on the target user's preference for other articles. In this paper, we investigates various combination methods of the user model and the article model for better recommendation performance. They include simple sequential and parallel methods, perceptron, multi-layer perceptron, fuzzy rules, and BKS. We adopt the multi-layer perceptron for training each of the user and article models. The multi-layer perceptron has several advantages over other methods such as the nearest neighbor method and the association rule method. It can learn weights between correlated items and it can handle easily both of symbolic and numeric data. The combined models outperform any of the basic models and our experiments show that the multi-layer perceptron is the most efficient combination method among them.

Computational procedures for exponential life model incorporating Bayes and shrinkage techniques

  • Al-Hemyari, Zuhair A.;Al-Dabag, H.A.;Al-Humairi, Ali Z.
    • International Journal of Reliability and Applications
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    • v.16 no.2
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    • pp.55-79
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    • 2015
  • It is well known that using any additional information in the estimation of unknown parameters with new sample of observations diminishes the sampling units needed and minimizes the risk of new estimators. There are many rational reasons to assure that the existence of additional information in practice and there exists many practical cases in which additional information is available in the form of target value (initial value) about the unknown parameters. This article is described the problem of how the prior initial value about the unknown parameters can be utilized and combined with classical Bayes estimator to get a new combination of Bayes estimator and prior value to improve the properties of the new combination. In this article, two classes of Bayes-shrinkage and preliminary test Bayes-shrinkage estimators are proposed for the scale parameter of exponential distribution. The bias, risk and risk ratio expressions are derived and studied. The performance of the proposed classes of estimators is studied for different choices of constants engaged in the estimators. The comparisons, conclusions and recommendations are demonstrated.

An Exploratory Study on the Proper Length of Article in Mobile Era (모바일 시대의 기사 길이에 관한 탐색적 연구)

  • Cheong, Yeon Goo;Cheong, Ye Hyun;Guo, YaQi;Lee, Pu Reum
    • Korean journal of communication and information
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    • v.79
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    • pp.140-164
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    • 2016
  • What is an appropriate length of an article in the mobile era producing new tastes of contents combining computing and mobile communication? Is it still valid to have a lengthy article as high level journalism even in the mobile era? Is there any possibility to have a short article combination to give us readability and the amount of information? This study aims to find some answers to these questions. The length of articles were controlled with a field experiment; from an article of 346 syllables(including spaces between syllables) which does not need finger scrolling on a mobile phone to articles of 633, 1033, 1368 syllables(including spaces between syllables) which frequently appear in newspapers and broadcasting news program. All the main themes were same for 4 articles which have different length. Three hundred and eighty four students viewed one of the 4 articles through mobile phone or newspaper. Each participant checked their preference and evaluated quality on the article, were asked to recall contents of the article. In newspaper group, articles with 346 or 1033 syllables were highly evaluated. Mobile group seemed to prefer articles of 346 or 633 syllables. In conclusion, we need to consider various strategies shortening the length of an article into 346 or 633 syllables as a basic format to meet the neEds of mobile era.

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An experimental study on effect of Colloidal Nano-Silica on tetranary blended concrete

  • Reddy, Avuthu Narender;Meena, T.
    • Advances in concrete construction
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    • v.7 no.2
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    • pp.107-115
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    • 2019
  • The possibility of using a combination of mineral admixtures as a replacement for cement may reduce the $CO_2$ emission which causes global warming and climatic changes on the environment. By using the combination of different byproducts from various industries, for replacing cement in concrete leads to saving in energy and natural resources. In this article, an attempt has been made to study the mechanical and water absorption properties of concrete incorporated with combination of Fly ash (FA), Alccofine (ALC) and Collodial Nano Silica (CNS) at 7, 28 and 56 days curing period. Cement has been partially replaced by combination of FA at 25%, ALC at 10% and CNS at 0.5%, 1%, 2% and 3% with water cement ratio of 0.43. The result indicates that the incorporation of combination of FA, ALC and CNS can be very effective in improvement of mechanical and water absorption properties of concrete. The Mix with a combination of 25% FA, 10% ALC and 1% CNS is most effective in improvement of mechanical and water absorption properties as compared with all other mixes.

SINGLE TOOTH IMPLANT RESTORATION USING COMBINATION IMPLANT CROWN : A CASE REPORT (콤비네이션 임프란트 크라운(Combination Implant Crown)을 이용한 단일치아의 임프란트 보철수복증례)

  • Kim, Rae-Gyoung;Song, Eon-Hee;Choi, Byeong-Gap;Kim, Hyoun-Chull;Ahn, Hyun-Jeong
    • The Journal of Korean Academy of Prosthodontics
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    • v.37 no.3
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    • pp.375-382
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    • 1999
  • The purpose of this article is to present the clinical and laboratory procedures for single tooth restoration using 'Combination Implant Crown'. It is cemented on implant abutment and that abutment is screw-retained over implant body. This type of implant restorations has the advantages of cement-retained restoration while being antirotational and retrievable. And, more esthetic and functional result can be achieved by minimizing the size of access hole. The results were as follows : 1. Preparation of abutment below the cuff line should be avoided 2. Axial reduction of implant abutment should not be excessive because it may weaken the abutment 3. More esthetical and functional occlusal surface was achieved with a minimal access hole which is slightly larger than the diameter of hex driver to enable future total retrievability. 4. Combination Implant Crown has the advantages of both the cement-retained and screw-retained type implant restoration. 5. Cementation between implant crown and abutment reduces screw loosening through even force distribution

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The pharmacological role of Ginsenoside Rg3 in liver diseases: A review on molecular mechanisms

  • Wenhong Wang;Ke Li;Weihua Xiao
    • Journal of Ginseng Research
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    • v.48 no.2
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    • pp.129-139
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    • 2024
  • Liver diseases are a significant global health burden and are among the most common diseases. Ginssennoside Rg3 (Rg3), which is one of the most abundant ginsenosides, has been found to have significant preventive and therapeutic effects against various types of diseases with minimal side effects. Numerous studies have demonstrated the significant preventive and therapeutic effects of Rg3 on various liver diseases such as viral hepatitis, acute liver injury, nonalcoholic liver diseases (NAFLD), liver fibrosis and hepatocellular carcinoma (HCC). The underlying molecular mechanism behind these effects is attributed to apoptosis, autophagy, antioxidant, anti-inflammatory activities, and the regulation of multiple signaling pathways. This review provides a comprehensive description of the potential molecular mechanisms of Rg3 in the development of liver diseases. The article focuses on the regulation of apoptosis, oxidative stress, autophagy, inflammation, and other related factors. Additionally, the review discusses combination therapy and liver targeting strategy, which can accelerate the translation of Rg3 from bench to bedside. Overall, this article serves as a valuable reference for researchers and clinicians alike.

Recent Progress in Immunotherapy for Advanced Gastric Cancer (진행성 위암에 대한 면역 요법의 최신 지견)

  • Byeong Seok Sohn
    • Journal of Digestive Cancer Research
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    • v.10 no.1
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    • pp.22-30
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    • 2022
  • Immune checkpoint inhibition has been established as a new treatment option for various types of carcinoma, and many clinical trials are being actively conducted as a treatment for advanced or metastatic gastric cancer, either as a monotherapy with an immune checkpoint inhibitor or as a combination therapy with standard chemotherapy. In the CheckMate-649 clinical trial to confirm the efficacy of the combination of nivolumab and chemotherapy (FP) in advanced gastric cancer and gastroesophageal junction cancer, nivolumab group showed improvement in overall survival in programmed death ligand 1-positive cancer patients compared with placebo group. Also, the combination therapy of pembrolizumab, trastuzumab and chemotherapy (FP) in first-line treatment was tested through the KEYNOTE-811 trial. The pembrolizumab group showed 22.7% of improvement in objective response rate compared with placebo group. Accordingly, the combination of nivolumab/pembrolizumab with standard chemotherapy was approved for the first-line treatment. In KEYNOTE-059 trials for patients with progressive disease after at least two lines of chemotherapy, pembrolizumab monotherapy showed improvement in objective response rate and overall survival, and the use of pembrolizumab was approved for the third-line or more treatment. In this article, we review the result of clinical trials related to immune checkpoint inhibitors that have been recently introduced in the treatment of gastric cancer.

Analysis of the Effect on Korean Medicine Alone and Korean-Western Medicine Combination Treatment for Herpes Zoster through Domestic Case Report (국내 증례 보고를 통해 본 대상포진의 한방 단독 치료와 한·양방 협진 치료의 효과 분석)

  • Kim, Hea-Ju;Kang, Ha-Ram;Seo, Hyung-Sik
    • The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology
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    • v.34 no.1
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    • pp.44-55
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    • 2021
  • Objectives : The aim of this article is to compare the effect of the korean medicine alone with korean-western combination treatment to herpes zoster. Methods : Domestic databases(OASIS, NDSL, RISS, KISS, KTKP, KMBASE, DBPIA, KoreaMed, National Assembly Library) were used to search case study papers related to herpes zoster and korean medicine treatment. We searched them using the term 'Herpes zoster' or 'Ramsey Hunt' combinated with 'Acupuntcure', 'Herbal medicine' or 'Korean medicine'. Results : A total of 36 studies were selected and analyzed. 25 studies treated with korean medicine and 11 studies treated with korean-western combination treatment which include any western medication. Of these 36 papers, there were a total of 24 cases in which a VAS test was undertaken. According to 36 published papers, no statistically significant difference in the periods of treatment with korean medicine alone from those of korean-western combination treatment was found. Also, no statistical difference in the VAS changes per period with korean medicine alone from those with korean-western combination treatment was found. Conclusions : According to the results, These findings suggest that korean medicine treatment can be effective for the herpes zoster the same as korean-western combination treatment.

The study on ShanghanLun PingMaiFa (1) (『상한론(傷寒論)·평맥법(平脈法)』에 관한 연구(1))

  • Choi, Jin-Young;Park, Kwang-Cheon;Jeong, Han-Sol;Ha, Ki-Tae;Shin, Sang-Woo
    • The Journal of Korean Medical History
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    • v.25 no.2
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    • pp.63-96
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    • 2012
  • The PingMaiFa chapter, which is the second chapter of SongBon ShangHanLun, is the scholarly description(專論) of the pulse and pathological mechanism but has not been studied and published yet. This study is about article 1-13 which is the first part of The PingMaiFa chapter. We compared the original texts within the editions, comparing and analyzing the annotations of successive dynastic medical group. The articles of The SongBon ShangHanLun PingMaiFa chapter 1-13 is consisted as is shown: article 1 states about the general features of normal pulse (平脈) and its physiological mechanism and the morbid pulses (病脈) caused by wind, cold, retained fluid, pain and heat vexation, article 1,10 state about the normal pulses of Five viscera (lung, heart, spleen, liver and kidney) and their manipulations in pulse taking, article 2 states about the differentiations of deficiency and excess syndrome according to pulse conditions, article 3, 4 state about the estimation of good prognoses and a factitious disorder by the combination of pulses and symptoms, article 6 states about Latent qi (伏氣) and its diagnostic features, article 5 states about inspection and listening examination as co-diagnostic methods of the pulse diagnosis, article 7, 8, 9 state that the emotions, such as fear and shame, and the dietary are important factors to consider for making diagnosis, article 11 states about the overwhelming pulse (相乘脈) which indicates the abnormal correlations between five phases and appears in four patterns as the dissolute(縱), the unrighteous(橫), the unfavorable(逆) and the favorable(順), article 12 states about 6 harmful pulses(殘賊脈), which are string-like pulse(弦脈), tight pulse(緊脈), floating pulse(浮脈), slippery pulse(滑脈), sunken pulse(沈脈), rough pulse(澁脈), article 13 states about "JaeGoe"(災怪) which is an unexpected response after treatment and it comes because of the formulas that had before. Throughout all these articles, The PingMaiFa chapter not only offers great value for Pulse-taking diagnosis, but also leads to a better understanding of clinical applications.