• 제목/요약/키워드: defined medium

검색결과 478건 처리시간 0.025초

PGA: An Efficient Adaptive Traffic Signal Timing Optimization Scheme Using Actor-Critic Reinforcement Learning Algorithm

  • Shen, Si;Shen, Guojiang;Shen, Yang;Liu, Duanyang;Yang, Xi;Kong, Xiangjie
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권11호
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    • pp.4268-4289
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    • 2020
  • Advanced traffic signal timing method plays very important role in reducing road congestion and air pollution. Reinforcement learning is considered as superior approach to build traffic light timing scheme by many recent studies. It fulfills real adaptive control by the means of taking real-time traffic information as state, and adjusting traffic light scheme as action. However, existing works behave inefficient in complex intersections and they are lack of feasibility because most of them adopt traffic light scheme whose phase sequence is flexible. To address these issues, a novel adaptive traffic signal timing scheme is proposed. It's based on actor-critic reinforcement learning algorithm, and advanced techniques proximal policy optimization and generalized advantage estimation are integrated. In particular, a new kind of reward function and a simplified form of state representation are carefully defined, and they facilitate to improve the learning efficiency and reduce the computational complexity, respectively. Meanwhile, a fixed phase sequence signal scheme is derived, and constraint on the variations of successive phase durations is introduced, which enhances its feasibility and robustness in field applications. The proposed scheme is verified through field-data-based experiments in both medium and high traffic density scenarios. Simulation results exhibit remarkable improvement in traffic performance as well as the learning efficiency comparing with the existing reinforcement learning-based methods such as 3DQN and DDQN.

A Study on the make Fire Scenario for Residential Facility Combustible Materials

  • Kim, Dong-Eun;Lee, Dong-Yeol
    • 한국컴퓨터정보학회논문지
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    • 제26권6호
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    • pp.137-143
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    • 2021
  • 본 연구는 주거시설의 화재위험성을 예측할 수 있는 화재시나리오를 작성에 앞서 주거시설내의 대표적인 가연물 6개를 선정하여 이를 통한 발열량을 실험을 실시하고 데이터를 정량화 할 수 있는 방안을 제시하였으며, 향후 화재시나리오 적용될 화재성장곡선의 기준값을 선정하고자 연구를 수행하였다. 주거시설의 경우에는 일반적으로 화재시나리오가 적용되지 않고 있는데 이러한 문제점은 가연물의 종류 및 다양한 화재하중 등으로 인하여 문제시될수 있기 때문에 정량화에는 어려움이 있다. 기존의 연구에서는 가연물의 조사를 실시하고 있으나 이를 통한 화재특성에 대한 연구가 미흡한 실정이기 때문에 대표적인 가연물들을 통하여 소파, 서랍장, 매트리스, 의자, 책상, TV의 발열량 실험을 통하여 정량화 할 수 있는 엑셀 매크로를 작성하였으며, 이를 통하여 NFPA 72에서 제시하고 있는 화재성장율과 비교하였을 때 각 가연물별로의 추세값이 제시할 수 있었다. 이를 통하여 향후 주거시설에서 발생할 화재시나리오에 기초적인 자료를 활용하고자 한다.

Treatment efficacy of gingival recession defects associated with non-carious cervical lesions: a systematic review

  • Oliveira, Livia Maria Lopes de;Souza, Camila Agra;Cunha, Sinara;Siqueira, Rafael;Vajgel, Bruna de Carvalho Farias;Cimoes, Renata
    • Journal of Periodontal and Implant Science
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    • 제52권2호
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    • pp.91-115
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    • 2022
  • Purpose: This systematic review aimed to compare the efficacy, defined in terms of the mean percentage of root coverage (mRC), of surgical treatment approaches combined with adhesive restorations of non-carious cervical lesions (NCCLs) to that of root coverage alone in patients with a single gingival recession (GR) and NCCL. Methods: A literature search was conducted to identify longitudinal studies reporting the mRC following treatment for the correction of GR defects associated with NCCLs using a combination of surgical and restorative techniques in systemically and periodontally healthy patients. Results: The search resulted in the retrieval of 12,409 records. Seven publications met the inclusion criteria for the qualitative synthesis of data. The mRCs ranged from 69% to 97%. In the medium term, the gingival margin position was more stable when a connective tissue graft (CTG) was used, independently of whether restoration of teeth with NCCLs was performed. Conclusions: The strength of the evidence was limited by methodological heterogeneity in terms of study design as well as the unit and period of analysis, which precluded a metaanalysis. Although no definitive conclusion could be drawn due to the lack of sufficient evidence to estimate the effectiveness of the interventions, CTG-based procedures contributed to gingival margin stability regardless of the performance of restoration to treat NCCLs.

Lactobacillus rhamnosus JY02 Ameliorates Sarcopenia by Anti-Atrophic Effects in a Dexamethasone-Induced Cellular and Murine Model

  • Juyeon Lee;Minkyoung Kang;Jiseon Yoo;Sujeong Lee;Minji Kang;Bohyun Yun;Jong Nam Kim;Hyoungsun Moon;Yihyung Chung;Sangnam Oh
    • Journal of Microbiology and Biotechnology
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    • 제33권7호
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    • pp.915-925
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    • 2023
  • Sarcopenia is defined as loss of muscle mass and strength due to aging. Recent studies show that sarcopenia may improve via the gut-muscle axis, suggesting that gut health may affect muscle phenotypes. In this study, we aimed to investigate the ability of Lactobacillus rhamnosus JY02 as a probiotic strain isolated from kimchi to alleviate sarcopenia. L. rhamnosus JY02-conditioned medium (CM) reduced dexamethasone (DEX)-induced myotube diameter atrophy and expression of muscle degradation markers (MuRF1 and atrogin-1) in C2C12 cells. The amelioration of sarcopenia was investigated by measuring body composition (lean mass), hand grip strength, myofibril size (using histological analysis), and mRNA and protein expression of muscle-related factors in a DEX-induced mouse model. The results of these analyses showed that L. rhamnosus JY02 supplementation promoted the production of muscle-enhancement markers (MHC Iβ, MHC IIα, and Myo-D) and reduced both the production of muscle degradation markers and the symptoms of muscle atrophy (loss of lean mass and muscle strength). We also found decreased levels of pro-inflammatory cytokines (IL-6, IFN- γ) and increased levels of anti-inflammatory cytokines (IL-10) in the serum of DEX+JY02-administered mice compared to those in DEX-treated mice. Overall, these results suggest that L. rhamnosus JY02 is a potent probiotic supplement that prevents sarcopenia by suppressing muscle atrophy.

How Supernovae Ejecta Is Transported In A Galaxy: DependenceOn Hydrodynamic Schemes In Numerical Simulations

  • Shin, Eun-jin;Kim, Ji-hoon
    • 천문학회보
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    • 제44권2호
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    • pp.48.4-48.4
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    • 2019
  • We studied the metal-distribution of isolated Milky-way mass galaxy using various hydrodynamic solvers and investigated the difference of the result between AMR and SPH codes. In particle-based codes, physical quantities like mass or metallicity defined in each particle are conserved unless being injected explicitly by the effect of the supernova, whereas in the Eulerian codes the diffusion is simply accomplished by hydro-equation. Therefore, without including explicit physics of diffusion on the SPH- codes, the metal mixing in the galaxy or CGM only can be accomplished by the direct motion of the particles, however, the standard-SPH codes depress the instability of the turbulent fluid mixing. In this work, we simulated under common initial conditions, common gas-physics like cooling-heating models, and star-formation feedback using ENZO(AMR) GIZMO and GADGET-2 codes. We additionally included a metal-diffusion algorithm on the SPH-codes, which follows the subgrid-turbulent mixing model investigated by Shen et al. (2010) and compared the effect of the metal-outflow on the halo region of the galaxy in different hydro-solvers. We also found that for the implementation of the diffusion scheme in the SPH-codes, the existence of a sufficient number of the gas-particles, which is the carrier of the metals, is necessary. So we tested a new initial condition for proper implementation of the diffusion scheme on the SPH simulations. By comparing the metal-contamination of the circumgalactic medium with different hydrodynamics models, we quantify the diffusion strength of AMR codes using diffusion parameterization of the SPH codes and also suggest the calibration solutions in the different behavior of codes in metal-outflow.

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영화정보 프로그램 연동형 데이터서비스의 DVB-SI 기반 부가정보 전송 방법에 관한 연구 (A study on DVB-SI based additional information transmission method of data service linked with movie information TV program)

  • 고광일
    • 융합보안논문지
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    • 제22권2호
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    • pp.91-98
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    • 2022
  • 영화는 경험이 중요한 문화 상품의 성격을 갖고 있기 때문에 전문적인 영화정보 프로그램을 통해 영화의 간접적 경험을 제공함으로써 시청자를 영화 관객으로 전환하기 위한 홍보 전략을 사용하고 있다. 이처럼 영화정보 프로그램이 시청자들의 영화관람 의도를 높이는 전략적 홍보 매체임을 고려할 때, 영화정보 프로그램과 연동되어 시청자에게 유용한 부가정보를 제공하는 데이터서비스에 관한 연구는 의미가 있다. 이에 본 연구는 영화정보 프로그램 연동형 데이터서비스 개발에 있어서 핵심 연구 주제인 영화정보 프로그램의 부가정보를 정의하고 부가정보를 데이터서비스로 제공하기 위한 디지털방송 국제표준 DVB-SI 기반의 부가정보 전송 방법을 고안하였고, 이를 바탕으로 KBS의 <영화가 좋다> 프로그램의 데이터서비스 프로토타입을 구현하였다. 본 연구는 데이터서비스의 응용 분야를 영화정보 프로그램으로 확장하며 COVID-19 사태로 심각한 타격을 받은 영화산업에 새로운 홍보 전략을 제시한다는 점에서 의의가 있다.

Differences in the Effects of a Horticultural Activity Program Depending on the Level of Resilience of College Students

  • Kim, Yong Hyun;Bae, Hwa-Ok;Huh, Moo Ryong
    • 인간식물환경학회지
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    • 제22권3호
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    • pp.255-268
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    • 2019
  • Horticultural therapy, as a kind of complementary alternative therapies using nature as a medium, is an intervention method that can be applied to various subjects by utilizing horticultural activities that anyone can enjoy as a leisure activity. This research defined the resilience of individuals as a personal characteristic, and examined differences in the intervention effect of horticultural activities depending on the level of resilience. The results obtained in this study can be utilized in planning a horticultural activity program and setting the purpose and goals of horticultural activity programs. The subjects of this study were divided into the high resilience experimental group (Group A), the low resilience experimental Group (Group C), the high resilience control group (Group B), and the low resilience control group (Group D). The experiment was conducted in the campus of G University from September to November 2017, and the experimental group participated in the program once per week, a total of 10 sessions. The Korean version of the Connor-Davidson Resilience Scale, autonomic nervous assessment, and the interpersonal relationship change scale were carried out as pre- and post-assessment. Statistical analysis was performed using a non-parametric test. Group A showed statistically significant positive changes in relaxation of physical tension and stability. In conclusion, those with high resilience showed the higher intervention effects of horticultural activities on physical relaxation and stability than those with low resilience. However, there were some possible limitations in this study. Since the number of subjects was small and subjects were limited to college students, it is impossible to generalize the results of this study. Therefore, it is necessary to conduct follow-up studies to address and overcome these limitations.

Reproductive management of dairy cows: an existing scenario from urban farming system in Bangladesh

  • Nayeema Khan Sima;Munni Akter;M. Nazmul Hoque;Md. Taimur Islam;Ziban Chandra Das;Anup Kumar Talukder
    • 한국동물생명공학회지
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    • 제38권4호
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    • pp.215-224
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    • 2023
  • Background: Reproductive management practices play crucial roles to maximize the reproductive performance of cows, and thus contribute to farm profitability. We aimed to assess the reproductive management of cows currently practiced in the dairy farms in an urban farming system. Methods: A total of 62 dairy farms were randomly selected considering all size of farms such as small (1-5 cattle), medium (6-20 cattle) and large farms (> 20 cattle) from selected areas of Dhaka city in Bangladesh. The reproductive management-related parameters viz. estrus detection, breeding method, pregnancy diagnosis, dry cow and parturition management, vaccination and treatment of reproductive problems etc. were obtained in a pre-defined questionnaire during the farm visit. Results: The visual observation method was only used (100.0%; 62/62) for estrus detection irrespective of size of the farms; while farmers observed cows for estrus 4-5 times a day, but only for 20-60 seconds each time. Regardless of farm size, 89.0% (55/62) farms used artificial insemination (AI) for breeding the cows. Intriguingly, all farms (100.0%) routinely checked the cows for pregnancy at 35-40 days post-breeding using rectal palpation technique by registered veterinarian. However, only 6.5% (4/62) farms practiced dry cow management. Notably, all farms (100.0%) provided nutritional supplements (Vit D, Ca and P) during late gestation. However, proper hygiene and cleanliness during parturition was not practiced in 77.4% (48/62) farms; even though 96.7% (60/62) farms treated cows by registered veterinarian for parturition-related problems. Conclusions: While farmers used AI service for breeding and timely check their cows for pregnancy; however, they need to increase observation time (30 minutes/ observation, twice in a day: early morning and early night) for estrus detection, consider dry cow management and ensure hygienic parturition for maximizing production.

Sesquiterpenoids Bioconversion Analysis by Wood Rot Fungi

  • Lee, Su-Yeon;Ryu, Sun-Hwa;Choi, In-Gyu;Kim, Myungkil
    • 한국균학회소식:학술대회논문집
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    • 한국균학회 2016년도 춘계학술대회 및 임시총회
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    • pp.19-20
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    • 2016
  • Sesquiterpenoids are defined as $C_{15}$ compounds derived from farnesyl pyrophosphate (FPP), and their complex structures are found in the tissue of many diverse plants (Degenhardt et al. 2009). FPP's long chain length and additional double bond enables its conversion to a huge range of mono-, di-, and tri-cyclic structures. A number of cyclic sesquiterpenes with alcohol, aldehyde, and ketone derivatives have key biological and medicinal properties (Fraga 1999). Fungi, such as the wood-rotting Polyporus brumalis, are excellent sources of pharmaceutically interesting natural products such as sesquiterpenoids. In this study, we investigated the biosynthesis of P. brumalis sesquiterpenoids on modified medium. Fungal suspensions of 11 white rot species were inoculated in modified medium containing $C_6H_{12}O_6$, $C_4H_{12}N_2O_6$, $KH_2PO_4$, $MgSO_4$, and $CaCl_2$ for 20 days. Cultivation was stopped by solvent extraction via separation of the mycelium. The metabolites were identified as follows: propionic acid (1), mevalonic acid lactone (2), ${\beta}$-eudesmane (3), and ${\beta}$-eudesmol (4), respectively (Figure 1). The main peaks of ${\beta}$-eudesmane and ${\beta}$-eudesmol, which were indicative of sesquiterpene structures, were consistently detected for 5, 7, 12, and 15 days These results demonstrated the existence of terpene metabolism in the mycelium of P. brumalis. Polyporus spp. are known to generate flavor components such as methyl 2,4-dihydroxy-3,6-dimethyl benzoate; 2-hydroxy-4-methoxy-6-methyl benzoic acid; 3-hydroxy-5-methyl phenol; and 3-methoxy-2,5-dimethyl phenol in submerged cultures (Hoffmann and Esser 1978). Drimanes of sesquiterpenes were reported as metabolites from P. arcularius and shown to exhibit antimicrobial activity against Gram-positive bacteria such as Staphylococcus aureus (Fleck et al. 1996). The main metabolites of P. brumalis, ${\beta}$-Eudesmol and ${\beta}$-eudesmane, were categorized as eudesmane-type sesquiterpene structures. The eudesmane skeleton could be biosynthesized from FPP-derived IPP, and approximately 1,000 structures have been identified in plants as essential oils. The biosynthesis of eudesmol from P. brumalis may thus be an important tool for the production of useful natural compounds as presumed from its identified potent bioactivity in plants. Essential oils comprising eudesmane-type sesquiterpenoids have been previously and extensively researched (Wu et al. 2006). ${\beta}$-Eudesmol is a well-known and important eudesmane alcohol with an anticholinergic effect in the vascular endothelium (Tsuneki et al. 2005). Additionally, recent studies demonstrated that ${\beta}$-eudesmol acts as a channel blocker for nicotinic acetylcholine receptors at the neuromuscular junction, and it can inhibit angiogenesis in vitro and in vivo by blocking the mitogen-activated protein kinase (MAPK) signaling pathway (Seo et al. 2011). Variation of nutrients was conducted to determine an optimum condition for the biosynthesis of sesquiterpenes by P. brumalis. Genes encoding terpene synthases, which are crucial to the terpene synthesis pathway, generally respond to environmental factors such as pH, temperature, and available nutrients (Hoffmeister and Keller 2007, Yu and Keller 2005). Calvo et al. described the effect of major nutrients, carbon and nitrogen, on the synthesis of secondary metabolites (Calvo et al. 2002). P. brumalis did not prefer to synthesize sesquiterpenes under all growth conditions. Results of differences in metabolites observed in P. brumalis grown in PDB and modified medium highlighted the potential effect inorganic sources such as $C_4H_{12}N_2O_6$, $KH_2PO_4$, $MgSO_4$, and $CaCl_2$ on sesquiterpene synthesis. ${\beta}$-eudesmol was apparent during cultivation except for when P. brumalis was grown on $MgSO_4$-free medium. These results demonstrated that $MgSO_4$ can specifically control the biosynthesis of ${\beta}$-eudesmol. Magnesium has been reported as a cofactor that binds to sesquiterpene synthase (Agger et al. 2008). Specifically, the $Mg^{2+}$ ions bind to two conserved metal-binding motifs. These metal ions complex to the substrate pyrophosphate, thereby promoting the ionization of the leaving groups of FPP and resulting in the generation of a highly reactive allylic cation. Effect of magnesium source on the sesquiterpene biosynthesis was also identified via analysis of the concentration of total carbohydrates. Our current study offered further insight that fungal sesquiterpene biosynthesis can be controlled by nutrients. To profile the metabolites of P. brumalis, the cultures were extracted based on the growth curve. Despite metabolites produced during mycelia growth, there was difficulty in detecting significant changes in metabolite production, especially those at low concentrations. These compounds may be of interest in understanding their synthetic mechanisms in P. brumalis. The synthesis of terpene compounds began during the growth phase at day 9. Sesquiterpene synthesis occurred after growth was complete. At day 9, drimenol, farnesol, and mevalonic lactone (or mevalonic acid lactone) were identified. Mevalonic acid lactone is the precursor of the mevalonic pathway, and particularly, it is a precursor for a number of biologically important lipids, including cholesterol hormones (Buckley et al. 2002). Farnesol is the precursor of sesquiterpenoids. Drimenol compounds, bi-cyclic-sesquiterpene alcohols, can be synthesized from trans-trans farnesol via cyclization and rearrangement (Polovinka et al. 1994). They have also been identified in the basidiomycota Lentinus lepideus as secondary metabolites. After 12 days in the growth phase, ${\beta}$-elemene caryophyllene, ${\delta}$-cadiene, and eudesmane were detected with ${\beta}$-eudesmol. The data showed the synthesis of sesquiterpene hydrocarbons with bi-cyclic structures. These compounds can be synthesized from FPP by cyclization. Cyclic terpenoids are synthesized through the formation of a carbon skeleton from linear precursors by terpene cyclase, which is followed by chemical modification by oxidation, reduction, methylation, etc. Sesquiterpene cyclase is a key branch-point enzyme that catalyzes the complex intermolecular cyclization of the linear prenyl diphosphate into cyclic hydrocarbons (Toyomasu et al. 2007). After 20 days in stationary phase, the oxygenated structures eudesmol, elemol, and caryophyllene oxide were detected. Thus, after growth, sesquiterpenes were identified. Per these results, we showed that terpene metabolism in wood-rotting fungi occurs in the stationary phase. We also showed that such metabolism can be controlled by magnesium supplementation in the growth medium. In conclusion, we identified P. brumalis as a wood-rotting fungus that can produce sesquiterpenes. To mechanistically understand eudesmane-type sesquiterpene biosynthesis in P. brumalis, further research into the genes regulating the dynamics of such biosynthesis is warranted.

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기술가치 평가를 위한 기술사업화 기간 및 비용 추정체계 개발 (Development of Systematic Process for Estimating Commercialization Duration and Cost of R&D Performance)

  • 전승표;최대헌;박현우;서봉군;박도형
    • 지능정보연구
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    • 제23권2호
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    • pp.139-160
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    • 2017
  • 기술사업화는 기업의 연구개발 과정 및 결과물을 시장에 효과적으로 연계하여 경제 가치를 창출하는 것을 의미한다. 거시적인 관점에서 보면 기술사업화는 국가수준의 R&D 효과성을 강화할 수 있으며, 관련된 산업의 발전을 촉진할 수 있다. 또한, 미시적인 관점에서 보면 기업이나 개인들은 기술사업화를 통해서 경쟁우위를 확보하고, 유지할 수 있다. 특정 기술이 사업화까지 이르기 위해서는 기술 기획, 기술의 연구와 개발, 상용화 즉 시장 진출까지의 크게 세 단계를 거치는 게 일반적이며, 이런 일련의 과정은 많은 시간과 비용을 수반한다. 따라서 연구개발 착수에서 상용화까지 소요되는 기술사업화 기간과 비용은 기업 입장에서는 시장 진출 전략을 결정하는 데 중요한 의사결정 정보가 되며, 기술 투자자에게는 기술가치를 합리적으로 평가하는데 더욱 중요한 정보가 된다. 이렇게 중요한 기술사업화 소요 기간과 비용을 과학적으로 추정하는 것은 매우 중요하지만 현재까지 이런 두 가지 정보에 대한 연구는 매우 부족한 실정이며, 널리 알려진 방법론도 부재한 상황이다. 본 연구의 목적은 기술사업화 기간과 비용을 추정하는 체계를 설계하고 이를 실제 기업데이터를 활용하여 개발하는 것이다. 구체적으로 특정 기술의 기술 자체의 요인, 기술개발 주체의 역량, 외부 환경 요인의 세 관점에서 어떤 요인들이 기술사업화 기간 및 비용에 영향을 주는지 도출하고, 해당 요인들의 수준에 따라 기술사업화 기간 및 비용을 제시하는 모형을 개발하고자 한다. 본 연구의 결과는 기술을 개발하는 주체와 기술을 투자하는 주체 모두에게 유용하게 활용될 것으로 기대된다.