Browsing by Author "Titiya Netwrong"

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    Integration of Kouprey-Inspired Optimization Algorithms with Smart Energy Nodes for Sustainable Energy Management of Agricultural Orchards
    (MDPI, 2022) Pannee Suanpang; Pattanaphong Pothipassa; Kittisak Jermsittiparsert; Titiya Netwrong; P. Suanpang; Faculty of Science and Technology, Suan Dusit University, Bangkok, 10300, Thailand; email: pannee_sua@dusit.ac.th
    Energy expenditure is now a major cost for agribusiness and community-based tourism in Thailand. Both types of businesses can also generate huge amounts of income for the country each year. This is a result of operators having to share part of their income with utility bills each month. As a result, the net return is lower than the operator should receive. Recognizing the need for energy management for sustainable use in agriculture focusing on durian cultivation in Kantharalak district and community tourism in Sisaket province, this research used a newly developed optimization algorithm called Kouprey-inspired optimization (KIO) to assist energy management in smart agriculture to support community-based tourism. This was initiated with a smart energy node to reduce the energy and labor costs for volcanic durian planting and accommodation in community-based tourist attractions in Sisaket province. The results showed that the combination of the KIO algorithm and smart energy node allowed for efficient management of the volcanic durian orchards and the use of clean energy in combination with traditional electric power for volcanic durian cultivation and community-based tourism. As the research area in Sisaket province had eight hours of solar power per day, this was sufficient for smart agriculture and community-based tourism in the daytime and in the evening. Furthermore, this allowed operators in both the agricultural and tourism sectors to reduce the labor costs of the durian orchard business and community-based tourism by about 30%, and in the energy sector, the costs could be reduced by 50%. As a consequence, this prototype would lead to the expansion and trial in durian orchards in the Eastern Economic Corridor area, which is an important economic area producing durian for export of the country. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.
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    Policies and Platforms for Fake News Filtering on Cybercrime in Smart City Using Artificial Intelligence and Blockchain Technology
    (International Journal of Cyber Criminology, 2021) Pannee Suanpang; Pattanapong Pothipasa; Titiya Netwrong; P. Pothipasa; Sisaket Rajabhat University, Thailand; email: ppothil68@gmail.com
    In this era of technological disruption, as city dwellers change into smart city inhabitants, the perception of information via digital channels is becoming more prevalent and used for decision-making and lifestyle choices. However, the perception of fake news or social media has resulted in poor decision-making and anxiety among smart city residents. Recognizing the importance of filtering false information for the smart city population, this research proposed a policy and platform for filtering false information to be presented to the citizens of Sisaket Smart City, Thailand; this was to ensure the efficient and secure use of large amounts of citizens' information, as well as information exchange between agencies. Additionally, the study was designed to kick-start the use of information in a smart city to make it more efficient and capable of filtering out material that could have harmful consequences or fake news. Recognizing its significance, the researchers proposed building regulations and platforms for detecting and filtering fake news in smart cities using artificial intelligence and blockchain technology. The findings indicated that urban inhabitants who moved into Thailand's smart cities, such as Sisaket, were highly receptive to the employment of rules and platforms to filter fake news. © 2020. International Journal of Cyber Criminology (Diamond Open Access Journal). Under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License