• Title/Summary/Keyword: the expanded terms

Search Result 460, Processing Time 0.03 seconds

Enhancing Document Clustering Using Term Re-weighting Based on Semantic Features (의미특징 기반의 용어 가중치 재산정을 이용한 문서군집의 성능 향상)

  • Park, Sun;Kim, Kyungjun;Kim, Kyung Ho;Lee, Seong Ro
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.17 no.2
    • /
    • pp.347-354
    • /
    • 2013
  • In this paper, we propose a enhancing document clustering method using term re-weighting by the expanded term. The proposed method extracts the important terms of documents in cluster using semantic features, which it can well represent the topics of document to expand term using WordNet. Besides, the method can improve the performance of document clustering using re-weighting terms based on the expanded terms. The experimental results demonstrate appling the proposed method to document clustering methods achieves better performance than the normal document clustering methods.

Experimental study of the behavior of beam-column connections with expanded beam flanges

  • Ma, Hongwei;Wang, Jiwei;Lui, Eric M.;Wan, Zeqing;Wang, Kun
    • Steel and Composite Structures
    • /
    • v.31 no.3
    • /
    • pp.319-327
    • /
    • 2019
  • This paper describes an experimental study of steel beam-column connections with or without expanded beam flanges with different geometries. The objectives of this study are to elucidate the cyclic behavior of these connections, identify the location of the plastic hinge zone, and provide useful test data for future numerical simulations. Five connection specimens are designed and tested under cyclic load. The test setup consists of a beam and a column connected together by a connection with or without expanded beam flanges. A constant axial force is applied to the column and a time varying point load is applied to the free end of the beam, inducing shear and moment in the connection. Because the only effect to be studied in the present work is the expanded beam flange, the sizes of the beam and column as well as the magnitude of the axial force in the column are kept constant. However, the length, width and shape of the expanded beam flanges are varied. The responses of these connections in terms of their hysteretic behavior, failure modes, stiffness degradation and strain variations are experimentally obtained and discussed. The test results show that while the influence of the expanded beam flanges on hysteretic behavior, stiffness degradation and energy dissipation capacity of the connection is relatively minor, the size of the expanded beam flanges does affect the location of the plastic hinge zone and strain variations in these beam-column joints. Furthermore, in terms of ductility, moment and rotational capacities, all five connections behave well. No weld fracture or premature failure occurs before the formation of a plastic hinge in the beam.

Expansions for Hyperbolic Orbit

  • Lee, See-Woo;Ahn, Byung-Ho
    • Journal of The Korean Astronomical Society
    • /
    • v.3 no.1
    • /
    • pp.13-16
    • /
    • 1970
  • A hyperbolic orbit is expanded in terms of F analogous to the eccentric anomaly of an elliptical orbit: ${\tau}^p\;sinq{\upsilon}\;and\;{\tau}^p\;cosq{\upsilon}$ are expressed in terms of F. The true anomaly ${\upsilon}$ is expressed in terms of F, and F in terms of ${\upsilon}$.

  • PDF

A Study on the Strength Evaluation of Micropile with Expanded Drill Hole (확공형 마이크로 파일의 강도 평가에 관한 연구)

  • Lee, Jae-Min;Kim, Doo-Hwan
    • Journal of the Korean Society of Safety
    • /
    • v.29 no.5
    • /
    • pp.74-81
    • /
    • 2014
  • This study proposes an advanced type of a micropile system. The proposed micropile system consists of perfobond ribs installed steel rod to improve shear capacity between the thread and the grout, and partially expanded drill holes to increase resistance capacity between the grout and the ground. This study contains experimental evaluations on the proposed micropile system to verify the shear capacity of perfobond rib installed on the steel rod and the load-carrying capacity of shear key created by the partially expanded drill hole. Push-out tests were conducted on a rolled screw thread and steel rods which perfobond ribs are installed instead of rolled screw, in order to compare their load-carrying capacity and behavioral characteristics. As a result, it was confirmed that the perfobond-rib steel rods show much superior structural behavior in terms of initial stiffness, ultimate load, and ductile behavior.

Query Term Expansion and Reweighting using Term-Distribution Similarity (용어 분포 유사도를 이용한 질의 용어 확장 및 가중치 재산정)

  • Kim, Ju-Youn;Kim, Byeong-Man;Park, Hyuk-Ro
    • Journal of KIISE:Databases
    • /
    • v.27 no.1
    • /
    • pp.90-100
    • /
    • 2000
  • We propose, in this paper, a new query expansion technique with term reweighting. All terms in the documents feedbacked from a user, excluding stopwords, are selected as candidate terms for query expansion and reweighted using the relevance degree which is calculated from the term-distribution similarity between a candidate term and each term in initial query. The term-distribution similarity of two terms is a measure on how similar their occurrence distributions in relevant documents are. The terms to be actually expanded are selected using the relevance degree and combined with initial query to construct an expanded query. We use KT-set 1.0 and KT-set 2.0 to evaluate performance and compare our method with two methods, one with no relevance feedback and the other with Dec-Hi method which is similar to our method. based on recall and precision.

  • PDF

Treatment of Wastewater from Purified Terephtalic Acid (PTA) Production in a Two-stage Anaerobic Expanded Granular Sludge Bed System

  • Lee, Young-Shin;Han, Gee-Bong
    • Environmental Engineering Research
    • /
    • v.19 no.4
    • /
    • pp.355-361
    • /
    • 2014
  • The wastewater treatment with a two-phase expanded granular sludge bed (EGSB) system for anaerobic degradation of acetate, benzoate, terephtalate and p-toluate from purified terephtalic acid (PTA) production was studied. The feasibility and effectiveness of the system was evaluated in terms of organic oxidation by chemical oxygen demand (COD), gas production, bacterial adaptability and stability in the granular sludge. Average removal efficiencies 93.5% and 72.7% were achieved in the EGSB reactors under volumetric loading rates of $1.0-15kg-COD/m^3/day$ and terephtalate and p-toluate of 351-526 mg/L, respectively. Gas production reached total methane production rate of 0.30 L/g-COD under these conditions in the sequential EGSB reactor system. Higher strength influent COD concentration above 4.8 g-COD/L related to field conditions was fed to observe the disturbance of the EGSB reactors.

Protein Adsorption and Hydrodynamic Stability of a Dense, Pellicular Adsorbent in High-Biomass Expanded Bed Chromatography

  • Chow, Yen Mei;Tey, Beng Ti;Ibrahim, Mohd Nordin;Ariff, Arbakariya;Ling, Tae Chuan
    • Biotechnology and Bioprocess Engineering:BBE
    • /
    • v.11 no.3
    • /
    • pp.268-272
    • /
    • 2006
  • A dense, pellicular UpFront adsorbent ($p=1.5 g/cm^3$, UpFront Chromatography, Cophenhagen, Denmark) was characterized in terms of hydrodynamic properties and protein adsorption performance in expanded bed chromatography. Cibacron Blue 3GA was immobilised into the adsorbent and protein adsorption of bovine serum albumin (BSA) was selected to test the setup. The Bodenstein number and axial dispersion coefficient estimated for this dense pellicular adsorbent was 54 and $1.63{\times}10^{-5}m^2/s$, respectively, indicating a stable expanded bed. It could be shown that the BSA protein was captured by the adsorbent in the presence of 30% (w/v) of whole-yeast cells with an estimated dynamic binding capacity $(C/C_o = 0.01)$ of approximately 6.5 mg/mL adsorbent.

Bending Behaviour of Composite Slab Using a New-Shaped Steel Deck Plate and Expanded Metal (신형 데크플레이트와 철판망을 적용한 합성슬래브의 휨 거동)

  • Kim, Myoung Mo;Eom, Chul Hwan
    • Journal of Korean Society of Steel Construction
    • /
    • v.15 no.4 s.65
    • /
    • pp.403-412
    • /
    • 2003
  • The composite metal deck plate system has been widely used for office structures. Recently, however, the flat deck plate has been developed to apply the composite slab system to residential structures. Reduction in construction cost and time can be expected by using expanded metal instead of wire mesh as crack control reinforcements. This study proposed a composite slab system composed of a new-shaped steel deck plate and expanded metal. Twelve specimens were tested to evaluate the structural performance of the new composite slab system. The test results were summarized mainly in terms of maximum load carrying capacity and failure behaviors of each specimen.

The Power of Living in the Present Moment among Patients with Diabetes

  • Thearmtanachok, Kanchana
    • Asian Journal for Public Opinion Research
    • /
    • v.2 no.2
    • /
    • pp.121-139
    • /
    • 2015
  • "Living in the present moment," a Buddhist concept, was applied in this research. This concept urges the patients to cling neither to the past nor the future as well as being mindful of their body, feelings, mind, and mental qualities. The purpose of the study was to develop a "living in the present moment" model and to evaluate the power of "living in the present moment" in terms of physical and mental results. The study used non-participatory action research with quasi-experimental research design that included 3 camps composed of 6 main activities. The percentages, SD, and paired t-test statistics were used to analyze and compare 17 purposively selected diabetic patients from Pak Thong Chai Hospital before and after they attended the 3 camps. The patients improved significantly in terms of waistline, body weight, body mass index (BMI) and blood pressure (SBP and DBP). The mean of fasting plasma glucose (FPG) level was also changed considerably. The results revealed that the treatment helped the patients to gain self-awareness and self-realization (Yonisomanasikara), as well as knowledge and increased support from friends (Kalyanamitta). They also let go of their attachment to their physical and mental oppressions. This helped the patients to relieve their daily pain, fatigue, insomnia, and diabetes-related complications. About 75% of all patients were able to achieve lifestyle modifications. Therefore, implementation of the model should be expanded and utilized in other diabetic centers. The model might also be expanded to pre-diabetes.

Quality of Yukwa base and Popped rice for Salyeotgangjung popped with salt (소금으로 팽화시킨 유과바탕 및 쌀엿강정용 팽화쌀의 품질)

  • 임경려;강순아;이경희
    • Korean journal of food and cookery science
    • /
    • v.19 no.6
    • /
    • pp.729-736
    • /
    • 2003
  • This study was performed to improve the quality and extend the shelf life of Yukwa and Salyeotgangjung, traditional Korean cookies, by using fine hot salt instead of oil as the popping medium. Yukwa and Salyeotgangjung were popped with fine salt, and the size, sensory evaluation, color values and textural properties were then compared with those popped in oil. The results showed that the Yukwa base with salt was popped the most at 140C and the rice was popped at 240C. The Yukwa base in salts was smaller in size and larger in density than in oil but the popped rice in salts had a similar size and a smaller density than that popped in oil. In the sensory test, the Yukwa base and popped rice expanded in the salts were preferred to those popped in oil but there was little difference in only popped rice. In terms of color, there was a difference between those popped in salt and in oil. In terms of texture, only popped rice expanded in the salts was harder than in oil, and the Yukwa popped in oil was more cohesive than in the salts. In brittleness, there were no differences between in salt and in oil.