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Rapid Prototype Development Approach for Genetic Programming
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作者 Pei He Lei Zhang 《Journal of Computer and Communications》 2024年第2期67-79,共13页
Genetic Programming (GP) is an important approach to deal with complex problem analysis and modeling, and has been applied in a wide range of areas. The development of GP involves various aspects, including design of ... Genetic Programming (GP) is an important approach to deal with complex problem analysis and modeling, and has been applied in a wide range of areas. The development of GP involves various aspects, including design of genetic operators, evolutionary controls and implementations of heuristic strategy, evaluations and other mechanisms. When designing genetic operators, it is necessary to consider the possible limitations of encoding methods of individuals. And when selecting evolutionary control strategies, it is also necessary to balance search efficiency and diversity based on representation characteristics as well as the problem itself. More importantly, all of these matters, among others, have to be implemented through tedious coding work. Therefore, GP development is both complex and time-consuming. To overcome some of these difficulties that hinder the enhancement of GP development efficiency, we explore the feasibility of mutual assistance among GP variants, and then propose a rapid GP prototyping development method based on πGrammatical Evolution (πGE). It is demonstrated through regression analysis experiments that not only is this method beneficial for the GP developers to get rid of some tedious implementations, but also enables them to concentrate on the essence of the referred problem, such as individual representation, decoding means and evaluation. Additionally, it provides new insights into the roles of individual delineations in phenotypes and semantic research of individuals. 展开更多
关键词 Genetic programming Grammatical Evolution Gene Expression programming Regression Analysis Mathematical Modeling Rapid Prototype development
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An Approach to Detect Structural Development Defects in Object-Oriented Programs
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作者 Maxime Seraphin Gnagne Mouhamadou Dosso +1 位作者 Mamadou Diarra Souleymane Oumtanaga 《Open Journal of Applied Sciences》 2024年第2期494-510,共17页
Structural development defects essentially refer to code structure that violates object-oriented design principles. They make program maintenance challenging and deteriorate software quality over time. Various detecti... Structural development defects essentially refer to code structure that violates object-oriented design principles. They make program maintenance challenging and deteriorate software quality over time. Various detection approaches, ranging from traditional heuristic algorithms to machine learning methods, are used to identify these defects. Ensemble learning methods have strengthened the detection of these defects. However, existing approaches do not simultaneously exploit the capabilities of extracting relevant features from pre-trained models and the performance of neural networks for the classification task. Therefore, our goal has been to design a model that combines a pre-trained model to extract relevant features from code excerpts through transfer learning and a bagging method with a base estimator, a dense neural network, for defect classification. To achieve this, we composed multiple samples of the same size with replacements from the imbalanced dataset MLCQ1. For all the samples, we used the CodeT5-small variant to extract features and trained a bagging method with the neural network Roberta Classification Head to classify defects based on these features. We then compared this model to RandomForest, one of the ensemble methods that yields good results. Our experiments showed that the number of base estimators to use for bagging depends on the defect to be detected. Next, we observed that it was not necessary to use a data balancing technique with our model when the imbalance rate was 23%. Finally, for blob detection, RandomForest had a median MCC value of 0.36 compared to 0.12 for our method. However, our method was predominant in Long Method detection with a median MCC value of 0.53 compared to 0.42 for RandomForest. These results suggest that the performance of ensemble methods in detecting structural development defects is dependent on specific defects. 展开更多
关键词 Object-Oriented programming Structural development Defect Detection Software Maintenance Pre-Trained Models Features Extraction BAGGING Neural Network
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Program Development and Implementation of Landscape Pattern Indexes for Land Use Based on RS
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作者 谢宏全 戴娣 《Journal of Landscape Research》 2011年第8期26-27,46,共3页
Interpretation results of RS images were taken as the foundation, ETM RS images of July 15, 2009 as the data source, ENVI was applied for the preprocessing, Arc GIS used to finish the interpretation, master data obtai... Interpretation results of RS images were taken as the foundation, ETM RS images of July 15, 2009 as the data source, ENVI was applied for the preprocessing, Arc GIS used to finish the interpretation, master data obtained, and VB used to complete program development. 12 representative landscape pattern indexes were selected, Excel data used to create Access database, and VB used to complete the program development. Selection of landscape pattern indexes, program development process and program usage were summarized, through comparing its results with Excel calculation results, it was found that calculation results of this program were correct, the usage was convenient, so needs of most users could be satisfied. 展开更多
关键词 REMOTE SENSING LANDSCAPE PATTERN indexes DATABASE program development
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Studies on the Programmed Cell Death in Rice During Starchy Endosperm Development 被引量:2
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作者 LIRui LANSheng-yin XUZhen-xiu 《Agricultural Sciences in China》 CAS CSCD 2004年第9期663-670,共8页
Morphological variations of the nucleus in starchy endosperm cell were observed by theelectron-transmisson microscope during endosperm development in rice. Along with thedevelopment of the starchy endosperm, the nucle... Morphological variations of the nucleus in starchy endosperm cell were observed by theelectron-transmisson microscope during endosperm development in rice. Along with thedevelopment of the starchy endosperm, the nuclei of the cells showed chromatin condensation,the typical feature of programmed cell death (PCD). The nuclei also showed nucleusdeformation, disruption of nuclear envelope, nucleoplasm leaking into the cytoplasm andnucleus disintegration resulting in nuclear residue formation. From the nucleus deformationto the nucleus disintegration, the morphological changes of the nucleus were orderlyprogressive. This indicated that the cell death of starchy endosperm in rice wasprogrammed cell death. Evans Blue staining observation showed that the cell death wasinitially detected in the central part of starchy endosperm in rice, then expandedoutward. The activities of superoxide dismutase (SOD) and catalase (CAT) in rice starchyendosperm both descended continuously as development progressed. The analysis of DNA ofrice starchy endosperm did not show the presence of DNA laddering. The above resultsshowed that the cell death of starchy endosperm in rice was a special form of PCD. 展开更多
关键词 Seed development programmed cell death RICE Starchy endosperm
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Curriculum Innovation in Language Teacher Education:Reflections on the PGDELT Program’s Contributions to EFL Teachers’Continuing Professional Development 被引量:3
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作者 Lawrence Jun ZHANG 《Chinese Journal of Applied Linguistics》 2021年第4期435-450,589,共17页
Initial teacher preparation and teachers’ continuing professional development are two significant pillars of the teacher education enterprise. The former encompasses a wide range of teachereducation initiatives at th... Initial teacher preparation and teachers’ continuing professional development are two significant pillars of the teacher education enterprise. The former encompasses a wide range of teachereducation initiatives at the levels of diploma, bachelor’s degree, postgraduate diploma, and even master’s degree for teacher licensure purposes. These are widely documented in the literature.What is important is how teacher professional development contributes to bolstering the teachereducator force, which is relatively insufficiently documented due to the very fact that different educational systems have somewhat different expectations of such programs in relation to the ideologies and theories underpinning the teacher professional development program design and curriculum offering. Taking stock of a postgraduate diploma program in English language teaching(PGDELT) for teachers’ continuing professional development with a 31-year history housed at a premier teacher education institution in Singapore, which has successfully graduated over 1, 000 English language teachers for colleges and universities in China, I intend to highlight some of its key features, as a former student and then a lecturer on the program, in order to draw implications for sustainable growth of language teacher education programs, especially those whose main purposes are to prepare teachers of English as a second or foreign language(ESL/EFL) and provide continuing professional development opportunities for such inservice teachers. 展开更多
关键词 program development curriculum innovation professional development teacher education English as a second/foreign language China
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Stage-specific nutritional management and developmental programming to optimize meat production 被引量:2
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作者 Liang Zhao Xiangdong Liu +5 位作者 Noe A Gomez Yao Gao Jun Seok Son Song Ah Chae Mei‑Jun Zhu Min Du 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2023年第2期451-464,共14页
Over the past few decades,genetic selection and refined nutritional management have extensively been used to increase the growth rate and lean meat production of livestock.However,the rapid growth rates of modern bree... Over the past few decades,genetic selection and refined nutritional management have extensively been used to increase the growth rate and lean meat production of livestock.However,the rapid growth rates of modern breeds are often accompanied by a reduction in intramuscular fat deposition and increased occurrences of muscle abnor‑malities,impairing meat quality and processing functionality.Early stages of animal development set the long‑term growth trajectory of offspring.However,due to the seasonal reproductive cycles of ruminant livestock,gestational nutrient deficiencies caused by seasonal variations,frequent droughts,and unfavorable geological locations nega‑tively affect fetal development and their subsequent production efficiency and meat quality.Therefore,enrolling live‑stock in nutritional intervention strategies during gestation is effective for improving the body composition and meat quality of the offspring at harvest.These crucial early developmental stages include embryonic,fetal,and postnatal stages,which have stage‑specific effects on subsequent offspring development,body composition,and meat quality.This review summarizes contemporary research in the embryonic,fetal,and neonatal development,and the impacts of maternal nutrition on the early development and programming effects on the long‑term growth performance of livestock.Understanding the developmental and metabolic characteristics of skeletal muscle,adipose,and fibrotic tissues will facilitate the development of stage‑specific nutritional management strategies to optimize production efficiency and meat quality. 展开更多
关键词 Adipose tissue Embryonic development Fetal programming Fibro/adipogenic progenitors MARBLING Nutritional regulations Skeletal muscle
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Designing a Comprehensive Skill Evaluation and Vocational Ability Development Program for FTTH Installer 被引量:1
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作者 Takuo Kikuchi 《Computer Technology and Application》 2015年第1期5-13,共9页
Recently, FTTH (fiber to the home) is spreading rapidly, and communication technology has become an indispensable part in our lives. FTTH installers who build the infi'astructure must correspond to the progress of ... Recently, FTTH (fiber to the home) is spreading rapidly, and communication technology has become an indispensable part in our lives. FTTH installers who build the infi'astructure must correspond to the progress of technology while ensuring a high quality of installation, and it is struggling to its counterpart. The present study is undertaken in order to propose effective vocational ability development program for FTTH installers from the approach of their skill. They are information network cabling-related qualification system and competitions as the ability evaluation system. Then the author concludes that this program makes a contribution to improving their skill and maintaining the quality of the optical fiber network in analyzing some example of actual installation work and the measurement result of the OTDR(optical time domain reflect) meter. 展开更多
关键词 Vocational ability development program FTTH installer installation skill evaluation system.
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Subdynamic Programming Optimization Model on Oil Field Development Program
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作者 沙聚桢 艾文国 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1995年第3期88-94,共7页
Taking the formulation of the Daqing Oil. fived five-year development plan as the background, this paper puts forward the concept of dynamic programming with aftereffects and gives the principle of suboptimality as it... Taking the formulation of the Daqing Oil. fived five-year development plan as the background, this paper puts forward the concept of dynamic programming with aftereffects and gives the principle of suboptimality as its approximate solution. By using this principle an oil field development subdynamic programming model has been made and the oil field development program based on this model has achieved obvious economic benefits. 展开更多
关键词 ss:Subdynamic programMING OIL FIELD development
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Changing HIV Epidemic in North-Eastern India and Its Relationship with Development and Programmatic Indicators
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作者 Chiranjeev Bhattacharjya Sangram Kishor Patel +1 位作者 Samiran Panda Alok Kr. Deb 《World Journal of AIDS》 2015年第3期265-274,共10页
Background: Although there has been significant reduction in HIV prevalence and new HIV infections in India, some of the low/moderate prevalence states have been showing long term increase in HIV prevalence and new HI... Background: Although there has been significant reduction in HIV prevalence and new HIV infections in India, some of the low/moderate prevalence states have been showing long term increase in HIV prevalence and new HIV infections. Assam, a state in northeast India is one such low HIV prevalence state where HIV prevalence and new HIV infections have almost doubled in the last few years. This study examined the trend of HIV prevalence across districts/regions of Assam and its association with developmental and program indicators. Materials and Methods: A retrospective descriptive analysis of secondary data from the National AIDS Control Program, Census of India-2011, and District Level Household and Facility Survey-3 was conducted. The time period covered under the secondary data analysis was 2007 to 2012. Correlation and Chi-square for trend tests were also used in this paper. Results: During 2007 and 2012, HIV positivity (%) increased relatively in North Assam (46.9%) followed by South Assam (11.5%) while there has been a relative decline in West Assam (﹣51.5%). Correlation analysis showed statistically significant association between HIV prevalence and female literacy, population using mobile phone, population using internet, women (15 - 49 years) seeking treatment for any STI/RTI, proportion of brothel based FSWs, FSWs having <5 clients per week and proportion of condom utilized annually. Conclusion: Program efforts in the state should be focus on the districts with increasing HIV prevalence. Emphasis should be given in planning strategies to address the program gaps among the high risk and vulnerable populations in the state. 展开更多
关键词 HIV EPIDEMIC program and development Indicator North-Eastern India
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Spatial Social Network Analysis: Program Pengembangan Usaha Agribisnis Perdesaan (PUAP) or an Exertion Development Program in Supporting the Region Revitalization Development
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作者 Bentar Priyopradono Danny Manongga Wiranto Herry Utomo 《Social Networking》 2013年第2期63-76,共14页
As the exertion development (PUAP) develop in Rejang Lebong Regency in Bengkulu province which had been started since 2008 by giving a kind of fund aid called Bantuan Langsung Masyarakat (BLM PUAP), to Gapoktan (Gabun... As the exertion development (PUAP) develop in Rejang Lebong Regency in Bengkulu province which had been started since 2008 by giving a kind of fund aid called Bantuan Langsung Masyarakat (BLM PUAP), to Gapoktan (Gabungan Kelompok Tani) or an organization of farmers such by giving some money as the capital used for 1) food plant cultiva-tion, horticulture, animal husbandry, plantation, and2) non-cultivation exertion such as;home industry of agriculture, small marketing scale and another agriculture exertion. By the approach which had been done is hoped to get the important result, on the other way the role of analysis factor (Social Network Analysis) from all undertaking stakeholders programs PUAP to be relevance steps aimed to understand the relation or connectivity from all factors in the network and also the role of factor inside the network itself be the relevance steps in arranging the strategy and work intention from the realization stage of PUAP program for the continuity of the realization program in the future (finding the good strategy) which aimed to develop the program of PUAP in Rejang Lebong Regency in Bengkulu Province, and to be a reference from doing the program as a national program in Indonesia. 展开更多
关键词 EXERTION development program (PUAP) SOCIAL Network Analysis Agriculture HORTICULTURE
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Program for the Development of Chinese Women (2001-2010)
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《China Population Today》 2001年第6期2-6,共5页
关键词 program for the development of Chinese Women 2010
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Local Community Participation in Homestay Program Development in Malaysia
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作者 Abdul Rasid Abdul Razzaq Mohd Yusop Hadi +3 位作者 Mohamad Zaid Mustafa Amran Hamzah Zainab Khalifah Nor Haniza Mohamad 《Journal of Modern Accounting and Auditing》 2011年第12期1418-1429,共12页
The tourism industry is the second largest economic contributor in Malaysia, following the manufacturing sector. In 2008, recorded tourist arrivals reached 22.05 million and resulted in RM49.6 billion (USD13.4 billio... The tourism industry is the second largest economic contributor in Malaysia, following the manufacturing sector. In 2008, recorded tourist arrivals reached 22.05 million and resulted in RM49.6 billion (USD13.4 billion) in revenue. The government has recognized the tourism industry in Malaysia as an engine for economic, social, political and ecological development, especially in rural areas. The Homestay Program is actively promoted by the Ministry of Tourism as a type of community based tourism in Malaysia. It is realized by the government as a catalyst for rural community development, particularly from a socio-economic perspective. The benefits of community based tourism can be further developed through the participation of women, youth and retired people. To realize the potential of the Homestay Program, the Malaysian Rural Tourism Master Plan 2001 was formulated. In the Malaysian Plan (2006-2010), one of the points of focus by the government is on community development; rural tourism is one of the mechanisms. By June 2009, there had been 3,264 participants in 140 Homestays. Recently, the Ministry of Tourism has given the Homestay Program special emphasis. Under the 9th Malaysia Plan, a total of RM40 million was allocated to the ministry for upgrading infrastructure and facilities in participating villages. Developing the capabilities of local communities is an important component in ensuring the tourism development project benefits them; without supporting the communities in their endeavors, the physical development means nothing to them. If local communities are not equipped to actively participate, third parties could easily manipulate them, resulting in external domination of tourism development. Therefore, this descriptive study explores the motivation of local communities involved in the Homestay Program and the readiness among the local communities, as well as the appropriateness of training provided by government agencies aimed towards empowering local communities. Sixty-two respondents from local communities actively involved in operating the Homestay Program participated in this study. Respondents were from the district of Muar, Johore, Malaysia (Homestay Kg. Parit Bugis, Homestay Kg. Satang Buaya, and Homestay Kg. Melayu Baharu, Bt 28 Lenga). 展开更多
关键词 community participation homestay program community development
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Research and Review on the Java Multi-thread Programming and Its Further Development Tendency
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作者 Jiangtao Geng 《International Journal of Technology Management》 2016年第5期4-6,共3页
In this paper, we conduct research on the Java multi-thread programming and its further development tendency. Multithreading mechanisms can run several programs at the same time, make the program run effi ciency becom... In this paper, we conduct research on the Java multi-thread programming and its further development tendency. Multithreading mechanisms can run several programs at the same time, make the program run effi ciency becomes higher that also can overcome the problem of basic traditional programming language design while its design is the key to the realization of the synchronous thread. Multithreading is a mechanism that allows concurrent execution of multiple instruction stream in the program, each instruction stream is called a thread, independent from each other between each other. Thread is also known as a lightweight process, it have independent execution and process control. Our research starts from the analysis of the corresponding mechanism to enhance the performance that is innovative and meaningful. 展开更多
关键词 REVIEW MULTI-THREAD development TENDENCY programMING COMPUTER SCIENCE
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Program for the Development of Chinese Women(2001-2010)
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《China Population Today》 2001年第5期2-5,共4页
关键词 program for the development of Chinese Women 2010
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Exploration on Interesting and Skill Programming of WEB Software Development
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作者 Yuan Chunping 《International Journal of Technology Management》 2017年第6期56-59,共4页
Although the WEB software development has some difficulty,but as long as the programming skills to find,in the practice ofoperation will find programming fun,this will stimulate the enthusiasm of students programming.... Although the WEB software development has some difficulty,but as long as the programming skills to find,in the practice ofoperation will find programming fun,this will stimulate the enthusiasm of students programming.Exploration of interesting skills programmingof WEB software development is aimed at developers who initial contact with WEB software,through the practice of operation to make themget some fun of WEB programming,from simple to difficult gradually let students master WEB programming skills,improve students' interestin programming.By adding some special effects of webpages to enhance the students' interest in programming,through the key practice ofdatabase,let the students out of fear of programming of database connection. 展开更多
关键词 WEB development JSP special effects of webpages INTERESTING programMING
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Redefining the Programmer:Human-AI Collaboration,LLMs,and Security in Modern Software Engineering
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作者 Elyson De La Cruz Hanh Le +2 位作者 Karthik Meduri Geeta Sandeep Nadella Hari Gonaygunta 《Computers, Materials & Continua》 2025年第11期3569-3582,共14页
The rapid integration of artificial intelligence(AI)into software development,driven by large language models(LLMs),is reshaping the role of programmers from traditional coders into strategic collaborators within Indu... The rapid integration of artificial intelligence(AI)into software development,driven by large language models(LLMs),is reshaping the role of programmers from traditional coders into strategic collaborators within Industry 4.0 ecosystems.This qualitative study employs a hermeneutic phenomenological approach to explore the lived experiences of Information Technology(IT)professionals as they navigate a dynamic technological landscape marked by intelligent automation,shifting professional identities,and emerging ethical concerns.Findings indicate that developers are actively adapting to AI-augmented environments by engaging in continuous upskilling,prompt engineering,interdisciplinary collaboration,and heightened ethical awareness.However,participants also voiced growing concerns about the reliability and security of AI-generated code,noting that these tools can introduce hidden vulnerabilities and reduce critical engagement due to automation bias.Many described instances of flawed logic,insecure patterns,or syntactically correct but contextually inappropriate suggestions,underscoring the need for rigorous human oversight.Additionally,the study reveals anxieties around job displacement and the gradual erosion of fundamental coding skills,particularly in environments where AI tools dominate routine development tasks.These findings highlight an urgent need for educational reforms,industry standards,and organizational policies that prioritize both technical robustness and the preservation of human expertise.As AI becomes increasingly embedded in software engineering workflows,this research offers timely insights into how developers and organizations can responsibly integrate intelligent systems to promote accountability,resilience,and innovation across the software development lifecycle. 展开更多
关键词 Human-AI collaboration large language models AI security developer identity ethical AI in software development AI-assisted programming
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Television Programs Development for Elderly in Thailand
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作者 Jaruwan Nitipaiboon Santat Thongrin Wittayathorn Torkaew 《Sociology Study》 2015年第12期960-966,共7页
The objective of this research was to study the current situation of TV programs aimed at elderly viewers on free TV channels in Thailand. To investigate this topic, a qualitative research approach was applied. The re... The objective of this research was to study the current situation of TV programs aimed at elderly viewers on free TV channels in Thailand. To investigate this topic, a qualitative research approach was applied. The researcher interviewed 30 key informants, consisting of TV administrators, professional experts, academic experts, experts on the elderly, and TV program advertising sponsors. Data were collected using in-depth interviews and analyzed descriptively. This was an interdisciplinary research, drawing from the fields of communication arts, sociology, demography, psychology, management science, and government media policy studies to develop a broad picture of the future of TV programs for the elderly. The major finding was that TV programs aimed specifically at elderly viewers are likely to appear in the near future as Thai society becomes an aging society. The three major factors that will lead to suitable approaches to the development of TV programs for the elderly are: (1) the external factors of the rising numbers of elderly people in the population, CSR (Corporation Social Responsibility) marketing, and government policies; (2) the internal factors of the free TV channels' policies and the TV producers' policies; and (3) the program-related factors of the value of the elderly in Thai culture, the forms of TV programs for senior viewers, the psychology of the aged, and expansion of target viewer age groups. 展开更多
关键词 TV programs ELDERLY development
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Glucocorticoid-insulin like growth factor 1 axis programming might be involved in pancreaticβ-cell dysplasia and dysfunction in female offspring rats exposed to caffeine prenatally
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作者 Shuxia Gui Xiaoling Guo +2 位作者 Yongguo Dai Hao Kou Hui Wang 《Food Science and Human Wellness》 2025年第10期4262-4277,共16页
Prenatal caffeine exposure(PCE)leads to intrauterine growth retardation and altered glucose homeostasis after birth,but the underlying mechanism remains unclear.This study aims to investigate the alteration of pancrea... Prenatal caffeine exposure(PCE)leads to intrauterine growth retardation and altered glucose homeostasis after birth,but the underlying mechanism remains unclear.This study aims to investigate the alteration of pancreatic development and insulin biosynthesis in the PCE female offspring and explore the intrauterine programming mechanism.Pregnant rats were orally treated with 120 mg/(kg·day)of caffeine from gestational day(GD)9 to 20.Results showed that fetal pancreaticβ-cells in the PCE group exhibited reduced mass and impaired insulin synthesis function,as evidenced by decreased expression of developmental and functional genes and reduced pancreatic insulin content.At postnatal week(PW)12,the PCE offspring exhibited glucose intolerance,diminishedβ-cell mass,and lower blood insulin levels.However,by PW28,glucose tolerance showed some improvement.Both in vivo and in vitro findings collectively indicated that excessive serum corticosterone(CORT)levels of the PCE fetuses may act through the activation of the pancreatic glucocorticoid receptor(GR)and recruitment of histone deacetylase 9(HDAC9),leading to H3K9 deacetylation in promoter and downregulation of insulin-like growth factor 1(IGF1),thereby inhibiting pancreatic islet morphogenesis and insulin synthesis in fetal rats.Furthermore,the PCE offspring after birth exhibited decreased blood CORT levels,increased H3K9 acetylation in promoter and upregulated gene expression of the pancreatic IGF1 promoter region,accompanied by elevated insulin biosynthesis.However,when exposed to chronic stress,the above changes were totally reversed.Conclusively,“glucocorticoid-insulin like growth factor 1(GC-IGF1)axis”programming may be involved in pancreaticβ-cell dysplasia and dysfunction in the PCE female offspring. 展开更多
关键词 Prenatal caffeine exposure Pancreatic development GLUCOCORTICOIDS Insulin-like growth factor 1 Intrauterine programming
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China's Biotech Achievements——Development of China's 863 Program in the Ninth Five-Year Plan Period
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《China's Foreign Trade》 2002年第6期44-45,共2页
Modern biotechnology booms in the molecular life science. It brings about a promising future for improving human health, foodstuff, environment and energy and is of significance to improve traditional agriculture, dru... Modern biotechnology booms in the molecular life science. It brings about a promising future for improving human health, foodstuff, environment and energy and is of significance to improve traditional agriculture, druamakins and other 展开更多
关键词 In China’s Biotech Achievements development of China’s 863 program in the Ninth Five-Year Plan Period gene
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China's Biotechnology Development Program during the Tenth Five-Year Plan Period (2001-2005)
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《China's Foreign Trade》 2002年第6期46-46,共1页
Bioengineering TechnoIogy(Ⅰ)1. Crop molecular marker-assisted selection and pyramiding breeding technology2. Super hybrid
关键词 high China’s Biotechnology development program during the Tenth Five-Year Plan Period
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