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Context-Aware Ad Contents Scheduling over DOOH Networks based on Factorization Machine

  • Nguyen, Van Hoang;Nguyen, Thanh Binh;Chung, Sun-Tae
    • Journal of Korea Multimedia Society
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    • v.22 no.4
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    • pp.515-526
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    • 2019
  • DOOH(Digital Out Of Home) advertising targets for reaching consumers through outdoor digital display medias. Traditionally, scheduling of advertisement contents over DOOH medias is usually done by operator's strategy, but an efficient ad scheduling strategy is not easy to find under various advertising contexts. In this paper, we present a context-aware factorization machine-based recommendation model for the scheduling under various advertising contexts, and provide analysis for understanding of the contexts' effects on advertising based on the recommendation model. Through simulation results on the dataset adapted from a real dataset of RecSys challenge 2015, it is shown that the proposed model and analysis based on the model will be effective for better scheduling of ad contents under advertising contexts over DOOH networks.

Backbone assignment of the intrinsically disordered N-terminal region of Bloom syndrome protein

  • Min June Yang;Chin-Ju Park
    • Journal of the Korean Magnetic Resonance Society
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    • v.27 no.3
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    • pp.17-22
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    • 2023
  • Bloom syndrome protein (BLM) is a pivotal RecQ helicase necessary for genetic stability through DNA repair processes. Our investigation focuses on the N-terminal region of BLM, which has been considered as an intrinsically disordered region (IDR). This IDR plays a critical role in DNA metabolism by interacting with other proteins. In this study, we performed triple resonance experiments of BLM220-300 and presented the backbone chemical shifts. The secondary structure prediction based on chemical shifts of the backbone atoms shows the region is disordered. Our data could help further interaction studies between BLM220-300 and its binding partners using NMR.

A Study on Economic Evaluation Modeling of MVDC Distribution System for Hosting Capacity of PV System (태양광전원 수용을 위한 MVDC 배전망의 경제성평가 모델링에 관한 연구)

  • Lee, Hu-Dong;Kim, Ki-Young;Kim, Mi-Sung;Rho, Dae-Seok
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.3
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    • pp.1-12
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    • 2021
  • Technologies for an MVDC(medium voltage direct current) distribution system are being considered as an effective alternative to overcome the interconnection delay issues of PV systems. However, the implementation of a DC distribution system might lead to economic problems because of the development of DC devices. Therefore, this paper deals with the scale of a PV plant based on its capacity and proposes hosting-capacity models for PV systems to establish a network to evaluate the feasibility of an MVDC distribution system. The proposed models can be classified as AC and DC distribution systems by the power-supply method. PV systems with hundreds of MW, dozens of MW, and a few MW can be categorized as large-scale, medium-scale, and small-scale models, respectively. This paper also performed modeling for an economic evaluation of MVDC distribution system by considering both the cost of AC and DC network construction, converter replacement, operation, etc. The profit was composed of the SMP and REC rate of a PV plant. A simulation for economic evaluation was done for the MVDC distribution system using the present worth and equal-principal costs repayment method. The results confirmed that the proposed model is a useful tool to evaluate economic issues of a DC distribution system.

A Study on the Evaluation of Fuel Characteristic and Economic Benefit for Co-combustion of Dried Sewage Sludge with Coal (건조 하수슬러지의 석탄 혼소를 위한 연료특성 및 경제성 평가에 관한 연구)

  • Kang, Jeong Hee;Kang, Jong Yun;Lee, See Hyung;Kim, Byung Tae;Lee, Nam-Hoon
    • Journal of the Korea Organic Resources Recycling Association
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    • v.22 no.1
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    • pp.11-19
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    • 2014
  • A study on combustion characteristic and evaluation of cost benefit were carried out using dried sewage sludge to evaluate co-combustion with coal in a coal-fired power plant. In the result of proximate analysis, sewage sludge has 78.09%, 79.65% of moisture content in A STP(Sewage Treatment Plant) and B STP, respectively. The dried sewage sludges show 0.12, 0.14 of fuel ratio value, respectively and over 30,000kcal/kg of combustible index. It means that the dried sewage sludges needs to reform from the results of fuel ratio and combustible index. As a results of the economical benefit evaluation of dried sewage sludge, about 73.4 million won through using the dried sewage sludges instead of coal and 56.4 million won through REC(Renewable Energy Certificate) cost were saved, respectively. On the other hand, it occurs 4.2 million won of additional cost related to ash disposal and 2.6 million won of investment/operation cost for co-combustion facility. In conclusion, co-combustion of dried sewage sludges with coal in a coal-fired power plant saves about 123 million won. However, it needs to consider for power supply to produce dried sewage sludges and opportunity cost for environmental pollution and so on to evaluate more reasonable benefit of co-combustion.

A Case Study of Resolving Conflict in Energy Infrastructure Siting by the Solar PV Project

  • Lee, Jonghwan;Shin, Dong-hwi;Han, Soohee;Roh, Jae Hyung
    • Current Photovoltaic Research
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    • v.8 no.3
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    • pp.79-85
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    • 2020
  • The growing demand for new energy infrastructure has often been encountered with the difficulties of siting in power plants and electric transmission lines. Siting such large-scale and complex facilities produces so many-sided issues that it is highly necessary to develop an approach to resolving the related problems and conflicts. This paper introduces how the stakeholders have handled the issues and resolved conflicts with residents opposed the construction of 765 kV transmission line. The solar photovoltaic power generation, called "Hee-Mang Sunlight Power project", is used for persuading residents to agree with constructing high-voltage transmission line and sharing benefits. It is considered how the project performance such as generation output and resident's profits is and proposed what the project should be revised and supplement. The project is shown that the intractable spiting in energy systems can be smartly resolved with cost-effective institutional solutions instead of relatively expensive technical ones.

Implications of Exonuclease Activity of Bacteriophage P2 Old Protein for Lambda Exclusion

  • Kim, Kwang-Ho;Park, Chan-Hee;Yeo, Hyeon-Joo;Kee, Young-Hoon;Park, Jung-Chan;Myung, Hee-Joon
    • Journal of Microbiology and Biotechnology
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    • v.10 no.2
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    • pp.272-274
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    • 2000
  • Temperate bacteriophage P2 has a nonessential gene called old(overcoming lysoginization defection). In the presence of old, the growth of the host (Escherichia coli) with recBC- genotype is ingibited, and another bacteriophage, lambda, cannot superinfect. The Old protein has been shown to possess an exonuclease actibity. Three mutant P2s(old 1, old 17, old 49) which did gene was coned into expression vectors to produce hexahistidine-tagged proteins. The proteins were affinity-purified and shown to lose its exonuclease activity on both double-stranded and single-stranded DNA substrates. Thus, it was concluded that the lambda exclusion was related to Old's exonuclease activity.

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An optimization of synchronous pipeline design for IP-based H.264 decoder design (IP기반 H.264 디코더 설계를 위한 동기화 파이프라인 최적화)

  • Ko, Byung-Soo;Kong, Jin-Hyeung
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.407-408
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    • 2008
  • This paper presents a synchronous pipeline design for IP-based H.264 decoding system. The first optimization for pipelining aims at efficiently resolving the data dependency due to motion compensation/intra prediction feedback data flow in H.264 decoder. The second one would enhance the efficiency of execution per each pipelining stage to explore the optimized latency and stage number. Thus, the 3 stage pipeline of CAVLD&ITQ|MC/IP&Rec.|DF is obtained to yield the best throughput and implementation. In experiments, it is found that the synchronous pipelined H.264 decoding system, based on existing IPs, could deal with Full HD video at 125.34MHz, in real time.

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A design of synchronous nonlinear and parallel for pipeline stage on IP-based H.264 decoder implementation (IP기반 H.264 디코더 설계를 위한 동기식 비선형 및 병렬화 파이프라인 설계)

  • Ko, Byung-Soo;Kong, Jin-Hyeung
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.409-410
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    • 2008
  • This paper presents nonlinear and parallel design for synchronous pipelining in IP-based H.264 decoder implementation. Since H.264 decoder includes the dataflow of feedback loop, the data dependency requires one NOP stage per pipelining latency to drop the throughput into 1/2. Further, it is found that, in execution time, the stage scheduled for MC is more occupied than that for CAVLD/ITQ/DF. The less efficient stage would be improved by nonlinear scheduling, while the fully-utilized stage could be accelerated by parallel scheduling of IP. The optimization yields 3 nonlinear {CAVLD&ITQ}|3 parallel (MC/IP&Rec.)| 3 nonlinear {DF} pipelined architecture for IP-based H.264 decoder. In experiments, the nonlinear and parallel pipelined H.264 decoder, including existing IPs, could deal with full HD video at 41.86MHz, in real time processing.

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Integration of Headspace Solid Phase Micro-Extraction with Gas Chromatography for Quantitative Analysis of Formaldehyde

  • Lo, Kong Mun;Yung, Yen Li
    • Bulletin of the Korean Chemical Society
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    • v.34 no.1
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    • pp.139-142
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    • 2013
  • A study was carried out to evaluate the solid phase micro-extraction (SPME) for formaldehyde emission analysis of uncoated plywood. In SPME, formaldehyde was on-fiber derivatized through headspace extraction and analyzed by gas chromatography coupled with mass spectrometry (GC/MS). The SPME was compared with desiccators (DC-JAS 233), small-scale chamber (SSC-ASTM D6007) and liquid-liquid extraction (LLE-EPA 556) methods which were performed in accordance with their respective standards. Compared to SSC (RSD 4.3%) and LLE (RSD 5.0%), the SPME method showed better repeatability (RSD 1.8%) and not much difference from DC (RSD 1.4%). The SPME has proven to be highly precise (at 95% confidence level) with better recovery (REC 102%). Validation of the SPME method for formaldehyde quantitative analysis was evidenced. In addition, the SPME by air sampling directly from plywood specimens (SPME-W) correlated best with DC ($r^2$ = 0.983), followed by LLE ($r^2$ = 0.950) and SSC ($r^2$ = 0.935).

Properties of Antimicrobial Substances Produced by Bacillus amyloliquefaciens CJW15 and Bacillus amyloliquefaciens SSD8 (Bacillus amyloliquefaciens CJW15와 SSD8이 만드는 항균물질들의 특성)

  • Liu, Xiaoming;Shim, Jae Min;Yao, Zhuang;Lee, Jae Yong;Lee, Kang Wook;Kim, Hyun-Jin;Ham, Kyung-Sik;Kim, Jeong Hwan
    • Microbiology and Biotechnology Letters
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    • v.44 no.1
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    • pp.9-18
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    • 2016
  • Two Bacillus strains, CJW15 and SSD8, with strong antibacterial activities were isolated from cheonggukjang. Both were identified as B. amyloliquefaciens strains after gene sequencing of rRNA and recA. CJW15 strongly inhibited the growth of B. cereus (ATCC14579), Listeria monocytogenes (ATCC19111), and Lactococcus lactis (ATCC11454). In comparison, SSD8 inhibited the growth of B. cereus (ATCC14579) and Enterococcus faecium (ATCC19953). The antibacterial activities of the two strains were not affected when exposed to a temperature of $100^{\circ}C$ for 15 min and were quite stable in acidic (pH 3) and alkaline (pH 12) pH conditions. Enzymatic treatments (trypsin, pepsin, proteinase K, and protease) had no effect on the activity of CJW15, but reduced the activity of SSD8 by half. Both isolates possess genes involved in the synthesis of lipopeptides (e.g. surfactin, fengycin, iturin, and iturin A), and genes encoding subtilin, a bacteriocin. Moreover, both isolates have fibrinolytic activities as well.