Sentiment analysis and topic modelling of 2024 U.S. and Indonesian election tweets: a study of political discourse and public opinion by Widawati, Elisia Brispalma

“…Results demonstrate that LLMs significantly outperform LSTM and Transformer models in sentiment classification; BERTopic successfully captures the dynamic shifts in conversations, highlighting the evolving focus on key election-related issues; and SARIMA models fairly reliably forecast sentiment trends, though they struggle with predicting extreme fluctuations. These findings underscore the importance of combining advanced LLMs and topic modelling techniques with forecasting to provide a nuanced understanding of public sentiment and discourse and inform future research and applications in these areas.…”
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Modulation schemes for the audio beam system : fixed-point analysis, simulation and implementation by Seth, Abhishek

“…Directional sound finds application in many areas such as entertainment, gaming, communication, and personal messaging. …”
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Application development on an Android smart-phone by Udit Batra

“…Overall, the application is successful in presenting an integrated solution to finding missing or stolen phones. Due to the limitations of the Android OS, certain existing features have unavoidable inconveniences, and some features could not be developed, providing much potential for the future growth of the application.…”
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Evaluation of high-strength concrete interior beam-column joints under simulated seismic loading by Leong, Chee Lai

“…All specimens only partially met the seismic detailing requirements in NZS 3101: 2006 and the respective test findings explored the possibility of improving upon the design code NZS3101 to accommodate the use of high strength concrete. …”
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Modeling public transit route choice behaviour by Zhou, Yao Hui.

“…Some of these research findings are briefly decribed below. Through the comparison between the passenger arrival at various stations and the passengers’ stated rating of crowdedness of the platforms, it was inferred that passengers’ perceived crowdedness does not vary linearly with the platform passenger density and their perception of crowdedness was more sensitive when the crowd on-platform was either below 15 people or more than 30. …”
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Elucidation of the ion transport mechanisms in CorA, a divalent cation transporter. by Nurhuda Nordin.

“…In the recent years, new findings have unveiled substrate preference between the two subgroups of CorA, where a family member of subgroup A has shown to selectively transport Co2+ over Mg2+. …”
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Unveiling the future of budget hotels in Singapore by Chua, Hwee Lian, Kew, Wong Yip, Soh, Wee Li

“…These include using Porter's five forces model to define the external environment in which budget hotels operate and a SWOT analysis to function as an internal check. The findings of this study point towards a shortage of budget hotels that is likely to persist till 1995. …”
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Tensile tests of composite coupons with prescribed porosity by Tan, Shemual Pinhan

“…The results of these findings were able to shed light on the parts affected by porosity and the showed that specific ultimate tensile strength and modulus increased with increasing glass bubble volume fraction.…”
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Combined effects of meal frequency and exercise on postprandial lipaemia by Mok, Alexander

“…PURPOSE: This study examined 1-large or 2-smaller isocaloric meals, with and without exercise on postprandial lipaemia (PPL), a major risk factor for cardiovascular disease. These findings can contribute to public health recommendations. …”
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Vision based control for mobile robot by Siah, Clarence Jun Da

“…Finally, it is evident from the findings that using bumper sensor together with monocular camera does a good performance in obstacle avoidance and object tracking. …”
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Framework of key success criteria for high performance and sustainable ports - port management perspective by Lee, Nicole Jia Ying

“…The 19 received survey responses were subjected to Z-tests to obtain descriptive data for analysis and discussion. Research Findings: Sluggish market conditions have compelled PSA to focus on highly productive & efficient operations, coupled with the other criteria aggregated under the Internal Processes dimension. …”
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‘Doing’ leadership in interaction : a discursive investigation of emerging leadership construction in small group interaction by Dong, Shujing

“…Participants’ reports in follow-up interviews also aligned with the findings about leadership processes and leadership strategies found in the interactional data. …”
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Biochemical characterisation of NS2B-NS3 protease from flaviviruses by Nah, Jojo Qian Hui

“…We reported that ZIKV NS2B-NS3 WTpro has the highest protease activity and DENV NS2B47- G4SG4 NS3WTpro has the highest rate of trans-cleavage. These findings demonstrate the importance of protease activity that could be used for drug discovery process in designing inhibitor.…”
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Making public transport the choice mode by Tan, Siew Fong

“…From our analysis, results have shown that the top three factors that are the most important to commuters are (1) Reliability: Frequency of buses, (2) Safety and Security: Driver does not drive recklessly, (3) Comfort: Cleanliness of the bus. From our findings, we also noted that there is significant difference in the responses between heavy and non-heavy bus users on having a bus stop within a 5 minute walk from home. …”
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Public-private partnership model for transport sector by Sreenath, Sreenivasan

“…Hence to deal with the above problem faced by Governments, social multi-criteria evaluation (SMCE) technique was chosen for analysing and then finding a solution to the problem using the multi-criteria decision aiding method, Novel Approach to Imprecise Assessment and Decision Environments (NAIADE). …”
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Persuasive teachable agent for intergenerational learning by Lim, Su Fang

“…Therefore the PTA, an autonomous agent capable of encouraging attitude and behavioural change in humans, can offer a more meaningful and engaging learning experiences for users from different age groups. This research finds that persuasive feedback actions generated by the PTA provide significant influence on user’s decision to participate in intergenerational learning. …”
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Stress analysis and stress intensity factor computation of DNV X65 pipes subjected to four point bending by Lee, Shaun Raphael Kwok Yuen

“…This calls for concern in finding the quantitative relations between the crack length and the tendency of failure, which leads to the study of fracture mechanics, a vital specialization within the field of solid mechanics. …”
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求关注 ：中国网络主播与观众互动模式探析 = China online : a study of live streaming practices in China by 伍健勇 Ng, Glen Jianyong

“…Diving into the live streaming structure and user behavior analysis, I gained insights on the interaction modes and novelties that are widely employed by the Chinese live streaming platforms, while also finding evidence that the socio-technological phenomenon is powered by social issues within Chin…”
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Enhanced expression of codon optimized interferon gamma in CHO cells by Yusufi, Faraaz N. K., Yang, Yuansheng, Lee, Dong-Yup, Chung, Bevan Kai-Sheng, Mariati

“…However, our RNA-Seq based transcriptome profiling indicated that the ICU and CC distribution patterns of different gene expression classes in CHO cell are relatively similar, unlike other microbial expression hosts, Escherichia coli and Saccharomyces cerevisiae. This finding was further corroborated through the in vivo expression of various ICU and CC optimized IFN-γ in CHO cells. …”
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Colloidal semiconductor nanocrystals for light-emitting devices : from materials to device perspectives by Shendre, Sushant

“…The results found in this work nudge the direction of future research towards the mitigation of the disadvantages posed by Auger processes in QLED operation. The findings of this thesis indicate that the synthesis of advanced nanocrystals and understanding of their active device operation will enable us to make high-efficiency colloidal devices to compete as an alternative to their thin-film counterparts.…”
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