A research project on the utilization of design innovations into souvenir product development based on linking secondary city identities to promote tourism in secondary city provinces. It is a project that has objects to study the identity of a secondary city to be used to design souvenirs packaging public relations materials. to stimulate tourism in secondary cities which is in line with tourism strategies In a research project that has a design and development process Using technology to assist in product design and development Creation of identity from cultural capital in secondary cities. which the results of each aspect are at a very good level. by using the design of the secondary city area in Nong Khai Province and Ratchaburi which is a province with identity and culture by the researcher make character development souvenir products public relations media Characters show theidentity of the city. to create a memory for tourists and create an identity for the provinces of secondary cities

Guidelines for constructing extending or renovating buildings for sustainable tourists of the landless village Bang Chan Subdistrict Khlung DistrictChanthaburi Province This research is to survey and study the architectural patternsand environment of the landless village. And propose guidelines for constructingextending or renovating buildings for tourists that are suitable for their lifestyles and livelihoods. Environment and natural resources within the village As well as creating knowledge and understanding for people in the village Including external entrepreneurs who will invest or construct in the village area in connection with the construction extension or renovation of buildings. For tourism Without causing impacts on ecosystems and natural resources within the area. And still able to maintain the identity and way of life of the local fisherman. By the way of conducting research It starts with collecting data which is divided into 2 steps: document gathering and related research. To build up knowledge of issues related to the research topic. And field data collection To obtain information based on the reality of the area that is current. The data was then analyzed based on the research objectives. Which consists of The physical characteristics of the environment and village the use of space people in the village and the architectural styles and of the various types of buildings within the village. As well as limitations on material selection transportation and construction methods within the area of the landless village. After that the conditions that would affect the architectural style and the ways in which the buildings were built renovated or renovated in this village were established. After that the guidelines for the construction extension or improvement of the buildings for sustainable tourist support of the landless village have been determined. From conducting research it was found that Guidelines for constructing extending or renovating buildings for sustainable tourists of the landless village that have been studied It must be taken into account the traditional housing space system of the village. Especially in the front porch area of each house To continue to look close to the traditional terrace area. In order to maintain the identity and the overall atmosphere of the village. For material selection There should be a selection of materials that can be easily transported by sea. It must also be a material that does not leave contaminants into rivers and peat. And in terms of building construction methods within that village Should choose to use construction methods that do not affect the environment. Both in terms of changing the physical condition of the area. Such as a change in the direction of the flow of water or sediment And the noise that will occur during the construction process that may affect the people in the village or the animals living nearby.

The objectives of this research are: 1. to design innovative products for the elderly from local woven fabric scraps left over from sewing that can help and promote health in their lives; 2. to create product guidelines for the elderly from woven fabric scraps. Native leftovers from tailoring that are unique create value and add commercial value. From the study of rags from local woven cloth left over from sewing Weaving indigenous fabrics which are local wisdom. Has been used to process various products such as clothing bags guards there will be a discarded part that is not used Therefore in this research the rag was used to develop the design of products for the elderly. There is a worthwhile use of local fabric scraps. focus on style Techniques for creating curved surfaces Embossed into a ball to create a texture and pressure. In terms of shape design it can be used with the elderly. can help and promote health in life Characteristics of the product is a product that can be administered to muscles. parts of the body of the elderly. The results of the experiment by bringing innovative products for the elderly from the waste of local woven cloth were tested on 22 elderly people in terms of form beauty function use. It was found that the elderly were satisfied with the innovative products for the elderly. with an average of 4.51 is the most innovative product for the elderly from various forms of local woven fabrics It is designed to be a guideline for application. production for sale This will result in the community learning to design products related to the elderly. Community can develop potential Community products and products for the elderly resulting in the creation of local product identity It is a process of creating a body of knowledge and extending local wisdom for benefits.

This research 1] is to study the identity of Nora cultural art for developing the product values and promoting the products to international level and 2] to synthesize and develop the prototype pattern of the products by studying the material relationship between handicraft context and community and Nora cultural art. The research tools are questionnaire observation survey and focus group interview of total 150 people and conducting satisfaction surveys of 420 people such as people in Klong-Dan community tourists specialists and designers before designing the draft pattern by 1] evaluating purchasing factors of souvenir from Klong-Dan community identity in Songkhla province and 2] satisfaction level of graphic pattern and summarize using percentage and standard deviation as follow; The study has founded that 1] the most popular handicraft among tourists is the products from sedge (Krajood) weaving. The weaving processing principally concerns utility which can be made into cloths and costume products. The natural processing from sedge (Krajood) together with Nora cultural identity will made it well known among tourists in appearances colorful dressing from other materials mixing design and 2] the character of the pattern on the products from the satisfaction survey shows that the design of the pattern Nora-6 has total average of 4.25 the detail of graphic design has total average of 4.33 (SD =0.77) the pantone using in the handicraft has total average of 4.25 (SD=0.77) the handicraft detail has total average of 4.27 (SD = 0.74) the relationship and the importance of mind has total average of 4.25 (SD = 0.71) the product having symbols indicating communication elements has total average of 4.21 (SD = 0.76) and the pattern suitability has total average of 4.18 (SD = 0.72). The result of the pattern development will be another identity storytelling and the social context in the present together with the development of the local product could continue to commercial world

The surveillance and reports on accidents for the current traffic management are carried out by viewing and inspecting CCTV footage. This method is slow to detect incidents and requires a lot of manpower. Since nowadays communication technology and social media play a role in reporting such incidents this research has been conducted to investigate accidents of interest from text messages reported on social media in Thai. There is currently no research or platform that supports this type of work clearly. This research presented the development of a neuron network memory-learning model to solve the problem of incidence pattern classification and incidence severity identification from social media messages in Thai. Using deep learning models such as MLP CNN Bi-LSTM and LSTM+CNN the study was designed and divided into three experimental patterns. This included examining patterns to identify traffic incidents that may be reported as general news or traffic reporting; examining patterns to indicate the type of incidents such as traffic accidents disasters damaged roads or others other than those mentioned; and examining patterns to specify the severity levels of the incidents such as normal intermediate traffic lane blocking or immovable. The experiments demonstrated the capability of CNN+LSTM learning models with the best incidence detection result at 93.44 %. The CNN model gave the best result in identifying a pattern of incidence at 85.29 % and the LSTM model was best able to determine the severity levels of the incidence at 88.53 %.