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2018

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Production Of 1, 12- Dodecanedioic Acid By Recombinant Microbial Cytochrome P450 In Pichia Pastoris And Saccharomyces Cerevisiae, Phawadee Buathong Jan 2018

Production Of 1, 12- Dodecanedioic Acid By Recombinant Microbial Cytochrome P450 In Pichia Pastoris And Saccharomyces Cerevisiae, Phawadee Buathong

Chulalongkorn University Theses and Dissertations (Chula ETD)

1,12-Dodecanedioic acid (DDA) is a primary compound which is used as an intermediate precursor for production of valuable chemical products. Biosynthesis of 1,12-DDA by recombinant (r) microorganisms can be used as an alternative method to compensate several disadvantages from chemical synthesis. The purpose of this study was to clone a CYP52A17 from Candida tropicalis to produce cytochrome P450 which can terminally oxidize fatty acids to hydroxy-fatty acids and further to dicarboxylic acids (ω-oxidation). The wild type rCYP52A17 and its engineered L261S/L490S (leucine changed to encode for serine) form (rCYP52A17mut) were expressed in Pichia pastoris and Saccharomyces cerevisiae which coexpressing the …


Reforming Regulation Of Multi-Level Marketing In Myanmar, Zeyar Nyunt Oo Jan 2018

Reforming Regulation Of Multi-Level Marketing In Myanmar, Zeyar Nyunt Oo

Chulalongkorn University Theses and Dissertations (Chula ETD)

The business of multi-level marketing is prohibited in Myanmar under the Notification no 46/2018. There are not only three paragraphs but also lack of the definition of MLM in this Notification. If distributors sell any product through MLM in Myanmar, they will be punished with imprisonment for a term exceeding three years under section 5 of the Myanmar Essential Goods and Services Law 2012. The study of the provisions on the business of MLM in selected ASEAN countries, Indonesia, Malaysia, Thailand, and Singapore indicates that the definition of multi-level marketing and pyramid scheme is not the same. Moreover, businessman and …


Taxonomic Revision Of The Fern Family Athyriaceae In Thailand, Puttamon Pongkai Jan 2018

Taxonomic Revision Of The Fern Family Athyriaceae In Thailand, Puttamon Pongkai

Chulalongkorn University Theses and Dissertations (Chula ETD)

The most up-to-date account of the Athyriaceae is in Flora of Thailand. This account includes seven genera, i.e. Athyrium, Anisocampium, Cornopteris, Deparia, Diplazium, Hypodematium and Kuniwatsukia. Previously, the taxonomic relationships among genera were ambiguous and not well understood. The existing keys and descriptions are uncertain and do not include some unknown taxa. This research aims to clarify the taxonomic status of this family and its genera based on morphological, anatomical, palynological and molecular data. The results indicated that the types and shapes of frond, scale types, sorus shapes, shapes of vascular bundle and ornamentation of spores are valuable characters for …


Hydrothermal Carbonization Carbon-Based Acid Catalyst For Biodiesel Production, Laddawan Tumkot Jan 2018

Hydrothermal Carbonization Carbon-Based Acid Catalyst For Biodiesel Production, Laddawan Tumkot

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study aims to synthesize the production of biodiesel (oleic acid methyl ester) by esterification in the presence of sulfonated hydrothermal carbon based catalyst under microwave irradiation. The catalyst was prepared by hydrothermal carbonization, followed by sulfonation presenting sulfonic acid group as an active site. The catalyst characterization results confirmed good microwave-absorptivity of the catalyst which can be heated directly and accelerate the reaction immediately at the surface of the catalyst. Esterification of oleic acid (OA) with methanol experiments were optimized by using response surface methodology based on central composite design. Three variables: molar ratio of methanol to OA (2.5:1-7.5:1), …


Computational Fluid Dynamics Of Fluid Transport And Deposition Of Particles Under Unsteady Flow In Human Fluid System, Ratchanon Piemjaiswang Jan 2018

Computational Fluid Dynamics Of Fluid Transport And Deposition Of Particles Under Unsteady Flow In Human Fluid System, Ratchanon Piemjaiswang

Chulalongkorn University Theses and Dissertations (Chula ETD)

Computational fluid dynamics has been widely used to investigate flow phenomena in many different applications. This study focuses on the development of computational fluid dynamic model in biomedical applications, including the flow within human respiratory system and the flow within human circulating system. For the model of respiratory system, electrostatic charge model was coupled, and the effect of breathing frequency was investigated. The accomplishment of the study will gain better understanding of the hydrodynamics when applying the electrostatic field, and will use to identify the potential aerosol deposition location. The aerosol properties and morphologies were also considered their effect on …


Analysis Of Cracked Body Repaired By Adhesively Bonded Patches By Bem-Fem Coupling, Binh Viet Pham Jan 2018

Analysis Of Cracked Body Repaired By Adhesively Bonded Patches By Bem-Fem Coupling, Binh Viet Pham

Chulalongkorn University Theses and Dissertations (Chula ETD)

This thesis presents an efficient numerical technique capable of handling the stress analysis of three-dimensional cracked bodies strengthened or repaired by adhesively bonded patches. The proposed technique is implemented within the framework of the coupling of the weakly singular boundary integral equation method and the standard finite element procedure. The former is applied to efficiently treat the elastic body containing cracks whereas the latter is adopted to handle both the adhesive layers and the patches. The approximation of the near-front relative crack-face displacement is enhanced by using local interpolation functions that can capture the right asymptotic behaviour. This also offers …


The Relationship Of Influential Factors On Material Management Effectiveness In Building Construction Projects: Case Study In Vietnam, Bao Van Pham Jan 2018

The Relationship Of Influential Factors On Material Management Effectiveness In Building Construction Projects: Case Study In Vietnam, Bao Van Pham

Chulalongkorn University Theses and Dissertations (Chula ETD)

The improvement of management processes in construction could be seen as one of the important keys to project success in which material management should be appropriately taken into consideration. Although many previous research studies have examined the components of construction material management, the relationship of factors influencing material management effectiveness has not been explored. This study was carried out to identify influential factors on material management effectiveness and develop a model to explain the relationships between these factors and the effectiveness of material management based on practical projects. The research method included the collection of contractors' opinions in building projects …


Sbfe Analysis Of Layered Elastic Media With Consideration Of Surface Energy Effect, Chantha Chhuon Jan 2018

Sbfe Analysis Of Layered Elastic Media With Consideration Of Surface Energy Effect, Chantha Chhuon

Chulalongkorn University Theses and Dissertations (Chula ETD)

This thesis presents an efficient and accurate numerical technique for determining mechanical response of a two-dimensional, infinite, elastic, layered medium under arbitrary surface loading and surface stress effects. Governing equations of a generic bulk layer are formulated from the classical linear elasticity theory via a SBFE technique whereas those of the generic material surface are obtained from a full version of Gurtin-Murdoch surface elasticity theory. The formulation is established sufficiently general allowing both homogenous and functionally graded bulk materials to be treated for each layer. By enforcing the continuity at the interface of the material surface and the bulk, it …


A Bim-Database-Integrated System For Evaluating Building Life-Cycle Costs Using A Multi-Parametric Model, Hang Thi Thu Le Jan 2018

A Bim-Database-Integrated System For Evaluating Building Life-Cycle Costs Using A Multi-Parametric Model, Hang Thi Thu Le

Chulalongkorn University Theses and Dissertations (Chula ETD)

Life-cycle cost analysis (LCCA) has become an essential requirement of the sustainable procurement for many construction projects. Conventional building LCCA methods are extremely complex and time-consuming due to repetitive works, numerous required data, scattered data inputs, and various regulatory requirements, which subsequently lead to inaccurate building life-cycle costs (LCC). Building information modeling (BIM) offers a revolutionary information technology, which can overcome the asperities of the conventional building LCCA. This research develops the BIM-database-integrated system for evaluating building life-cycle costs using a multi-parametric model (BIM-BLCC). The BIM-BLCC consists of four interrelated modules. The relational database management module collects and organizes the …


Habal-Habal: Characteristics Of Motorcycle Taxi Users In Metropolitan Manila, Sebastian Mapili Cano Jan 2018

Habal-Habal: Characteristics Of Motorcycle Taxi Users In Metropolitan Manila, Sebastian Mapili Cano

Chulalongkorn University Theses and Dissertations (Chula ETD)

Motorcycle taxi services in the Philippines (locally referred to as habal-habal) has been deemed to be operating only in rural areas wherein public transportation is inadequate or is utterly absent. It is also perceived as illegal and unsafe for urban operations, especially in a conurbation like Metro Manila wherein more than 30% of recorded fatal road accidents come from motorcycles. However, the worsening traffic congestion in the metropolis has spurred its growing urban presence and has led the attention of commuters to alternative modes of transport that are fast, reliable, and affordable. Inadequate understanding of habal-habal's role in the urban …


Poroelastodynamic Solutions Of Transversely Isotropic Multi-Layered Media, Suraparb Keawsawasvong Jan 2018

Poroelastodynamic Solutions Of Transversely Isotropic Multi-Layered Media, Suraparb Keawsawasvong

Chulalongkorn University Theses and Dissertations (Chula ETD)

This dissertation presents poroelastodynamic fundamental solutions of transversely isotropic poroelastic materials. Analytical general solutions for transversely isotropic poroelastic media under time-harmonic loading are derived for plane strain and axisymmetric problems by applying Fourier and Hankel integral transforms respectively. The fundamental solutions for a homogeneous half-space are then explicitly obtained by solving relevant boundary value-problems based on the derived general solutions. An exact stiffness matrix method is also employed based on the present general solutions to determine the fundamental solutions corresponding to multi-layered transversely isotropic poroelastic media. The obtained fundamental solutions are then employed in the analysis of dynamic interaction problems …


Analysis And Optimum Design Of Cold-Formed Steel Arch Structures, Thu Huynh Van Jan 2018

Analysis And Optimum Design Of Cold-Formed Steel Arch Structures, Thu Huynh Van

Chulalongkorn University Theses and Dissertations (Chula ETD)

This research presents the development of a unified framework for cold-formed steel warehouse design at variations of clear roof spans. The work involves the advanced finite element analyses of nonlinear arch-shape warehouse structures, namely one that considers 2nd-order nonlinear geometry effects-sufficiently accurate approximation of large deformation responses. An optimum design procedure of 3D arch steel warehouse structures is conducted with the help of a novel algorithm, called mixed ESO-PSO approach. The generic idea is based on the implementation of a well-known evolutionary structural optimization algorithm (ESO), and further integrates a mapping, underpinning particle swarm optimization (PSO), technique of design variables …


Effect Of Ercc1, Xrcc1 And Gstp1 Polymorphisms On Clinical Response And Adverse Events Of Platinum-Based Chemotherapy In Epithelial Ovarian Cancer Patients, Salisa Liblab Jan 2018

Effect Of Ercc1, Xrcc1 And Gstp1 Polymorphisms On Clinical Response And Adverse Events Of Platinum-Based Chemotherapy In Epithelial Ovarian Cancer Patients, Salisa Liblab

Chulalongkorn University Theses and Dissertations (Chula ETD)

Platinum-based chemotherapy is the first line chemotherapy regimen for epithelial ovarian cancer (EOC). Pharmacogenomics is one factor that might affect its efficacy and toxicity. This cohort study was aimed to investigate the association between ERCC1, XRCC1 and GSTP1 polymorphisms on clinical responses and adverse events related to platinum-based chemotherapy in Thai EOC patients. Fifty-two patients with advanced EOC were enrolled in this cohort study. The mean age was 55.7 years old. Genotyping analysis of ERCC1 (C>A, rs3212986), XRCC1 (A>G, rs25487) and GSTP (A>G, rs1695) were performed which allele frequencies were found at 35.6%, 28.9% and 10.6%, respectively. …


A Deep Relation Extraction From Biomedical Texts With Attention Mechanisms And Domain-Specific Contextual Representations, Amarin Jettakul Jan 2018

A Deep Relation Extraction From Biomedical Texts With Attention Mechanisms And Domain-Specific Contextual Representations, Amarin Jettakul

Chulalongkorn University Theses and Dissertations (Chula ETD)

The biomedical relation extraction (RE) tasks aim to study the interaction between pre-defined entities from biomedical literature: Bacteria Biotope (BB) and Drug-Drug interactions (DDI) tasks. Some previous investigations have used feature-based models; others have presented deep-learning-based models such as convolutional and recurrent neural networks used with the shortest dependency paths (SDPs). Although SDPs contain valuable and concise information, sections of significant information necessary to define bacterial location relationships are often neglected. In addition, the traditional word embedding used in previous studies may suffer from word ambiguation across linguistic contexts. Here, we present a deep learning model for biomedical RE. The …


Development Of Eeg-Based Emotion Classification Using Deep Learning Networks, Suwicha Jirayucharoensak Jan 2018

Development Of Eeg-Based Emotion Classification Using Deep Learning Networks, Suwicha Jirayucharoensak

Chulalongkorn University Theses and Dissertations (Chula ETD)

Emotion classification is one of essential tasks for Human Computer Interaction (HCI) to make computers more efficiently interact with their users. Electroencephalogram (EEG) signals, associated with cognitive states of emotions, propagate though a complex hierarchy of neuron cells. Therefore, EEG-based emotion classification requires sophisticated learning algorithms that can represent high-level abstraction of a complicated task. This dissertation focuses on applying deep learning networks (DLNs) to enhance accuracy performance of the EEG-based emotion classification system. The DLN provides hierarchical feature learning methodology which is suitable for EEG-related feature learning algorithms. Furthermore, this research investigates the effects of temporal neural dynamics of …


Socio Economic Determinants Of Spousal Violence Against Women In Myanmar, Lin Lin Mar Jan 2018

Socio Economic Determinants Of Spousal Violence Against Women In Myanmar, Lin Lin Mar

Chulalongkorn University Theses and Dissertations (Chula ETD)

Nowadays, the violence against women by spouses is a hidden social problem embedded in social and cultural norms in Myanmar. However, there are limited numbers of previous studies regarding spousal violence in Myanmar. Some studies utilized a qualitative approach, while some used a quantitative approach in some parts of Myanmar. This study aims to examine whether socioeconomic and demographic factors affecting spousal violence using a quantitative approach to fill the literature gap at the national level. It uses the data from the 2015-16 Myanmar Demographic and Health Survey. The explanatory variables are demographic and socio-economic characteristics of the women, their …


Direct And Indirect Impacts Of Education On Subjective Well-Being Of Older Persons In Vietnam : Gender Differences, Truc Ngoc Hoang Dang Jan 2018

Direct And Indirect Impacts Of Education On Subjective Well-Being Of Older Persons In Vietnam : Gender Differences, Truc Ngoc Hoang Dang

Chulalongkorn University Theses and Dissertations (Chula ETD)

Vietnam, like many developing countries, is undergoing a rapid pace of population ageing but within a resource limited context. Therefore, understanding the factors that are important to later life well-being has become a key policy issue. Using data from the 2011 Vietnam National Aging Survey, this thesis aims to investigate gender differences in the direct and indirect impacts of education on subjective well-being of older Vietnamese based on four domains: happiness, life satisfaction, loneliness, and depression (N=2,789, including 1,683 females and 1,106 males). The results from path analysis show that those with higher level of education are happier and more …


Impact Of Migration And Remittances On Children's Human Capital In Cambodia, Vatana Chea Jan 2018

Impact Of Migration And Remittances On Children's Human Capital In Cambodia, Vatana Chea

Chulalongkorn University Theses and Dissertations (Chula ETD)

This dissertation investigates the impacts of migration and remittances on human capital development of left-behind children in Cambodia. It contributes new evidence to a controversial debate in the literature on long-term impacts of migration and of remittances on the children. This is from the perspective of education, health, and consumption in remittance-recipient households compared with those in non-recipient ones. It relies on pooled data from Cambodia Socio-Economic Survey of 2009 and 2014, each of which comprises around 12,000 households in both rural and urban areas across all 25 provinces there. To evaluate the impact on household educational investment, the study …


Determinants Of Labor Force Participation Among Older Persons In Myanmar, Zaw Min Latt Jan 2018

Determinants Of Labor Force Participation Among Older Persons In Myanmar, Zaw Min Latt

Chulalongkorn University Theses and Dissertations (Chula ETD)

Population ageing is occurring in many parts of the world. Likewise, in Myanmar, population is ageing with a fast acceleration. The government is trying to find ways to improve wellbeing of older persons, and labour force participation is one of the important factors to reduce financial insecurity during old age. This study aims to investigate the situation of labour force participation and to identify the demographic and economic factors that influence the decision making of older people to join the labour force in Myanmar. This study uses dataset from the 2012 Survey of Older Persons in Myanmar which is nationally …


Effects Of Blood Contamination On Chemical Composition And Ion Releasing Of Calcium Silicate-Based Materials, Nareerat Thanavibu Jan 2018

Effects Of Blood Contamination On Chemical Composition And Ion Releasing Of Calcium Silicate-Based Materials, Nareerat Thanavibu

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study assessed the effects of blood contamination on the chemical composition and ion release of calcium silicate-based materials. ProRoot MTA (WMTA), Biodentine and TotalFill BC RRM putty (TRRM) were investigated. Materials were exposed to blood (blood-contaminated condition) or normal saline (non-blood-contaminated condition) for 24 hours. Three samples of each group were analysed for chemical composition using X-ray diffractometer and an energy-dispersive X-ray spectoscope with a scanning electron microscope after immersed in phosphate-buffered saline for 1, 7, 14 and 28 days. Five samples of each group were used to measure pH and ion release using a pH meter and inductively …


Reclaiming Stolen Voices : An Indigenous, Region-Based Reading Of Leslie Marmon Silko’S Ceremony, Patricia Grace’S Potiki And Kiana Davenport’S Shark Dialogues, Krittaporn Reungwattanakul Jan 2018

Reclaiming Stolen Voices : An Indigenous, Region-Based Reading Of Leslie Marmon Silko’S Ceremony, Patricia Grace’S Potiki And Kiana Davenport’S Shark Dialogues, Krittaporn Reungwattanakul

Chulalongkorn University Theses and Dissertations (Chula ETD)

This thesis aims to examine how contemporary indigenous writers reclaim their self-definition through the born-within, region-based perspectives in three novels: Leslie Marmon Silko's Ceremony (1977), Patricia Grace' Potiki (1986), and Kiana Davenport's Shark Dialogues (1998). It propounds that the three novels employ indigenous myths, knowledge, and epistemologies to present their modern indigenous culture, history and identity as distinct from mainstream Western stereotypical perceptions. These writers also suggest the necessity for hybridization of traditional culture in order for indigenous cultures to survive when it comes into contact with the global community. The three selected literary texts present integral roles of nature …


The Relationship Between Attitudes Toward The Test Of English For International Communication (Toeic) And Scores Of Thai Test Takers, Danai Wongsa Jan 2018

The Relationship Between Attitudes Toward The Test Of English For International Communication (Toeic) And Scores Of Thai Test Takers, Danai Wongsa

Chulalongkorn University Theses and Dissertations (Chula ETD)

Attitudes have played a pivotal role affecting not only English language learning but also language test performance. There have been some studies exhibiting that students' attitudes in English language learning were significantly related to their English test proficiency and their scores. The objectives of this study were to examine Thai test takers' attitudes toward the Test of English for International Communication (TOEIC) and explored the relationship between Thai test takers' attitudes toward the TOEIC and their scores. This study used quantitative and qualitative methods to collect and analyze the data under the research framework adapted from the ABC model of …


Rethinking Inclusive And Sustainable Educational Development For Moken Children, Jason Sanglir Jan 2018

Rethinking Inclusive And Sustainable Educational Development For Moken Children, Jason Sanglir

Chulalongkorn University Theses and Dissertations (Chula ETD)

Despite numerous education readjustments, efforts for equal opportunity in education, and an increase in present enrollment, many indigenous children in Thailand continue to fall behind in the formal education system. This study focuses on the Moken Chao Lay (sea people) communities in southern Thailand and looks to analyze and understand situations and shortcomings of Moken children's education and why they are still underperforming in the formal education system. Traditional ways of knowing, especially knowing through nature, are used as a platform to rethink the way we look at indigenous children's education in Thailand. Interview data was collected from school teachers, …


Traditional Ecological Knowledge Of Indigenous Peoples On Climate Change Adaptation : A Case Study Of Sea Nomads “Orang Suku Laut”, Lingga Regency, Riau Islands Province, Indonesia, Wengki Ariando Jan 2018

Traditional Ecological Knowledge Of Indigenous Peoples On Climate Change Adaptation : A Case Study Of Sea Nomads “Orang Suku Laut”, Lingga Regency, Riau Islands Province, Indonesia, Wengki Ariando

Chulalongkorn University Theses and Dissertations (Chula ETD)

At the international community, Traditional Ecological Knowledge (TEKs) have been recognized and acknowledged the important roles of indigenous peoples to tackle climate change. The cultural practice, cultural belief and adaptive capacity in managing nature by the Orang Suku Laut (OSL), Indonesian indigenous group who are living as nomads in the sea, would be considered as the key drivers to achieve the effectiveness of climate change adaptation (CCA). This research aimed to study the TEKs of indigenous peoples on CCA of the OSL, Lingga Regency, Riau Islands Province, Indonesia, for appropriate CCA policy implemented at their communities. Data collection was obtained …


Local Knowledge Framework For Sustainable Utilization Of Mangrove Forest : A Case Study Of Klong Khone Sub-District, Mueang District, Samut Songkhram Province, Thailand, Wipapan Adulcharoen Jan 2018

Local Knowledge Framework For Sustainable Utilization Of Mangrove Forest : A Case Study Of Klong Khone Sub-District, Mueang District, Samut Songkhram Province, Thailand, Wipapan Adulcharoen

Chulalongkorn University Theses and Dissertations (Chula ETD)

A development of local knowledge or local knowledge life cycle for locally appropriate sustainable utilization of mangrove ecosystem services was influenced by factors that were specific to ecological and social-cultural conditions and varied relying a change of the targeted mangrove ecosystem services for utilization. This study aims 1) to identify the factors in the local knowledge life cycle during two phases of mangrove stand initiation and young forest regrowth at Klong Khone sub-district, Samut Songkhram province, Thailand and 2) to propose the local knowledge framework for the sustainable utilization of mangrove ecosystem services and lessons learned through the local knowledge …


Effect Of Operating Conditions On Color And Anions Removal From Textile Industrial Effluent Using Membrane Distillation System, Pyae Phyo Kywe Jan 2018

Effect Of Operating Conditions On Color And Anions Removal From Textile Industrial Effluent Using Membrane Distillation System, Pyae Phyo Kywe

Chulalongkorn University Theses and Dissertations (Chula ETD)

One of the main pollution from textile wastewater is the dyeing wastewater containing color and organic matters. To develop wastewater treatment systems and to reuse the water are still challenged because of the scarcity of water in the world. Among the treatment methods of textile wastewater, membrane distillation was used as the concept of this research. The focus points of the direct contact membrane distillation system are the membrane characteristics, operating parameters (temperature and flow rate) and treatment efficiency. The synthetic dye wastewater (reactive black-5 and reactive blue-19) and real textile effluent were used as the feed wastewater. In this …


Utilization Of Biochar Coupled With Coal Combustion Products For Degraded Soil Amendment, Thidphavanh Sengsingkham Jan 2018

Utilization Of Biochar Coupled With Coal Combustion Products For Degraded Soil Amendment, Thidphavanh Sengsingkham

Chulalongkorn University Theses and Dissertations (Chula ETD)

Low Salinity Waterflooding (LSWF) has been intensively studied worldwide as it is a low-cost technique. By injecting water with very low salinity compared to formation water in the reservoir, the method changes equilibrium between rock surface, oil and surrounding water, causing wettability alteration through Multi-component Ion Exchange (MIE) mechanism. In this study, ammonium ion is added into low salinity water to facilitate the MIE mechanism in shaly-sandstones reservoir. Experiments are performed with shaly-sandstone rock as it contains both calcium and magnesium ions as part of clays and ammonium ion can express its potential by triggering MIE mechanism. Stirring test, spontaneous …


Politics Of Changes In Thailand's University Admission Policy (1999-2017), Nitchapat Kitcharern Jan 2018

Politics Of Changes In Thailand's University Admission Policy (1999-2017), Nitchapat Kitcharern

Chulalongkorn University Theses and Dissertations (Chula ETD)

This research aims to study a significant phenomenon, the changes in Thailand's University Admission system between 1999 and 2017. During this period, the admission system was changed six times. This research focuses on the political factors that led to the changes in admission policy, particularly the relationships among politicians, bureaucracy, schools, civil society and students. The purpose of this research is threefold: (1) to understand the causes and procedures of changes in Thailand's university admission policy, (2) to study and understand the correlation between politics and changes in university admission system, and (3) to understand the impact these changes had …


The Validity And Reliability Of The Patient Health Questionnaire 9 In Screening Poststroke Depression, Piyapat Dajpratham Jan 2018

The Validity And Reliability Of The Patient Health Questionnaire 9 In Screening Poststroke Depression, Piyapat Dajpratham

Chulalongkorn University Theses and Dissertations (Chula ETD)

Background: Poststroke depression occurred about 30% during the first five years after stroke. Timely diagnosis and management could facilitate motor recovery and improve independence. The Patient Health Questionnaire 9 (PHQ-9) is one of the best screening tools for poststroke depression. Since specific screening tool has not yet presented in Thailand, the validity and reliability of the PHQ-9 in stroke patients is clinically essential. Objectives: To study the criterion validity and reliability of the PHQ-9 (Thai version) in screening poststroke depression by comparing to the psychiatric interview as the gold standard. Material and Methods: First ever stroke patients age 45 years …


Forecasting Hotel Daily Occupancy For High-Frequency And Complex Seasonality Data, Phoom Ungtrakul Jan 2018

Forecasting Hotel Daily Occupancy For High-Frequency And Complex Seasonality Data, Phoom Ungtrakul

Chulalongkorn University Theses and Dissertations (Chula ETD)

Accurate hotel daily occupancy forecasting is an important input for hotel revenue management. This research presents forecasting models both time series and causal methods for a case study 4-star hotel in Phuket, Thailand. Holt-Winters, Box-Jenkins, Box-Cox transformation, ARMA errors, trend and multiple seasonal patterns (BATS), Trigonometric BATS (TBATS), back-propagation Neural Network (BPNN), and Support Vector Regression (SVR) are explored in this work, where Same Day Last Year is considered as benchmark forecast. For causal method, independent variables used as regressor inputs are transformed data observed in the past periods, the number of tourist arrivals from main countries to Phuket, Oil …