The NIE Digital Repository aims to organise, preserve and facilitate dissemination of publications and research outputs of the National Institute of Education (NIE)

Research outputs
17182
People
286
Recent Additions
  • Publication
    Embargo
    Unraveling nanosprings: Morphology control and mechanical characterization
    (Royal Society of Chemistry, 2024)
    Yang, Dahai
    ;
    Huang, Rui
    ;
    Zou, Bolin
    ;
    Wang, Ruoxu
    ;
    Wang, Yong
    ;
    ;
    Song, Xiaohui
    Nanosprings demonstrate promising mechanical characteristics, positioning them as pivotal components in a diverse array of potential nanoengineering applications. To unlock the full potential of these nanosprings, ongoing research is concentrated on emulating springs at the nanoscale in terms of both morphology and function. This review underscores recent advancements in the field and provides a comprehensive overview of the diverse methods employed for nanospring preparation. Understanding the general mechanism behind nanospring formation lays the groundwork for the informed design of nanosprings. The synthesis section delineates four prominent methods employed for nanospring fabrication: vapor phase synthesis, templating methods, post-treatment techniques, and molecular engineering. Each method is critically analyzed, highlighting its strengths, limitations, and potential for scalability. Mechanical properties of nanosprings are explored in depth, discussing their response to external stimuli and their potential applications in various fields such as sensing, energy storage, and biomedical engineering. The interplay between nanospring morphology and mechanical behavior is elucidated, providing insights into the design principles for tailored functionality. Additionally, we anticipate that the evolution of state-of-the-art characterization tools, such as in situ transmission electron microscopy, 3D electron tomography, and machine learning, will significantly contribute to both the study of nanospring mechanisms and their applications.
  • Publication
    Open Access
    Isotemporal substitution of accelerometer-derived sedentary behavior and physical activity on physical fitness in young children
    (Nature Research, 2024)
    Gu, Ying
    ;
    Kim, Junghoon
    ;
    Ma, Jiameng
    ;
    Guo, Hongzhi
    ;
    Sano, Hiroko
    ;
    ;
    Chua, Terence Buan Kiong
    ;
    ;
    Kim, Hyunshik
    This study investigates the effects of different types of physical activity (PA) on the physical fitness (PF) of young children in Japan, with a particular focus on how substituting sedentary behavior (SB) with active behaviors influences PF. We conducted a cross-sectional analysis of 1843 participants aged 3–6 years from northeastern Japan. Using triaxial accelerometers, we quantified PA, and PF was assessed via standardized tests. The innovative application of isotemporal substitution modeling (ISM) allowed us to analyze the impact of reallocating time from SB to more active states, specifically moderate-to-vigorous physical activity (MVPA) and light physical activity (LPA). Our findings reveal a robust association between increased MVPA and enhanced PF outcomes, underscoring the health benefits of reducing SB. Notably, replacing SB with LPA also showed beneficial effects on certain PF metrics, indicating LPA's potential role in early childhood fitness. These results highlight the critical importance of promoting MVPA and minimizing sedentary periods to bolster PF in young children. The study offers vital insights for shaping public health policies and emphasizes the need to cultivate an active lifestyle from an early age to secure long-term health advantages.
  • Publication
    Unknown
    Enabling stable aqueous Zn metal anodes by scandium acetate electrolyte additives
    (Royal Society of Chemistry, 2024)
    Chen, Chun
    ;
    Li, Liansheng
    ;
    Long, Zuxin
    ;
    ;
    Liang, Qinghua
    The potential of zinc metal anode (ZMA) in emerging aqueous electrochemical devices like rechargeable zinc-ion batteries and hybrid capacitors is substantial, owing to its high theoretical capacity, low redox potential, non-toxicity, abundant availability, and cost-effectiveness. However, the practical application of ZMA faces limitations due to issues such as uncontrolled zinc dendrites growth and side reactions. In this study, we demonstrate that simultaneously incorporating scandium ion (Sc3+) and acetate anion (Ac‒) as electrolyte additives in the common ZnSO4 solution significantly enhances the cycling stability and reversibility of ZMAs. Our findings reveal that the Ac‒ acts as a pH regulator, dynamically buffering the electrolyte pH to around 4.3, effectively suppressing water-induced side reactions. Additionally, the synergistic effect of Sc3+ and Ac‒ (Sc3+/Ac‒) facilitates the desolation process of Zn2+ and lowers the energy barrier for electrochemical Zn plating, resulting in uniform Zn plating without noticeable zinc dendrite growth. Consequently, Zn‖Zn symmetric cells utilizing the Sc3+/Ac‒ electrolyte additive exhibit an ultra-long lifespan exceeding 1000 hours at 2.0 mA cm‒2 and 1.0 mAh cm‒2. Moreover, the Zn‖Cu cell demonstrates a high average Coulombic efficiency of 98.45% after 400 plating/stripping cycles at 1.0 mA cm‒2 and 1.0 mAh cm‒2. Notably, when paired with an activated carbon (AC) cathode, Zn‖AC hybrid capacitors maintain a high-specific capacity of 62 mAh g‒1 after 10,000 cycles at 1.0 A g‒1. The research outcomes indicate that Sc3+ cooperated with Ac‒ are the promising electrolyte additive for achieving highly stable aqueous ZMAs.
  • Publication
    Embargo
    Polydopamine-modulated anisotropic co-growth plasmonic blackbody for efficient ultra-broad-spectrum quenching to establish multicolor fluorescent immunoassay
    (Elsevier, 2024)
    Lai, Xiaocui
    ;
    Zhang, Ganggang
    ;
    Zhang, Gan
    ;
    Su, Liu
    ;
    Liu, Cong
    ;
    He, Weihua
    ;
    ;
    Lai, Weihua
    ;
    Deng, Shengliang
    Fluorescence quenching immunoassays have received increasing attention due to their high signal-to-noise ratio, among which multi-color fluorescence quenching methods have great advantages in detecting multiple targets. Preparing an efficient and broad-spectrum quencher is a prerequisite for establishing high-performance multicolor fluorescence quenching immunoassays. In this study, we propose a polydopamine (PDA) modulated seedless co-growth method to synthesize anisotropic plasmonic blackbody (APB) with highly branched chrysanthemum −like shape for efficient ultra-broad-spectrum quenching and utilize APB to establish a sensitive multicolor fluorescent immunoassay. The key to APB synthesis lies in the reduction of Au3+ by dopamine, which simultaneously undergoes oxidation and self-polymerization in situ to form a PDA film. This film continuously deposits on the Au crystal seeds, creating a robust end-capping effect and inducing continuous anisotropic growth of Au. The dual synergistic effects of PDA and the unique 3D-spatial structure contribute to APB’s robust ultra-broad-spectrum UV absorption (6.86 × 1011 L cm−1 mol−1) from 300 to 800 nm, along with efficient ultra-broad-spectrum fluorescence quenching ability (90.1 %). This quenching ability extends to various types of fluorescence microspheres covering the range of 300–800 nm with different excitation and emission spectra. Subsequently, we applied APB in the development of a multicolor fluorescence quenching immunochromatographic assay, enabling simultaneous detection of chloramphenicol (limit of detection, LOD = 0.0045 ng/mL) and sulfadimidine (LOD = 0.038 ng/mL) in milk. This research not only offers a novel direction for designing efficient broad-spectrum quenchers but also advances the practical application of fluorescence quenching sensors.
  • Publication
    Embargo
    Hamstrings hypertrophy is specific to the training exercise: Nordic hamstring versus lengthened state eccentric training
    (Lippincott, Williams & Wilkins, 2024)
    Maeo, Sumiaki
    ;
    Balshaw, Thomas G.
    ;
    Nin, Darren Zijie
    ;
    Mc Dermott, Emmet J.
    ;
    Osborne, Thomas
    ;
    Cooper, Naomi B.
    ;
    Massey, Garry J.
    ;
    ;
    Matthew T.G.
    ;
    Folland, Jonathan P.

    Introduction The hamstring muscles play a crucial role in sprint running, but are also highly susceptible to strain injuries, particularly within the biceps femoris long head (BFlh). This study compared the adaptations in muscle size and strength of the knee flexors, as well as BFlh muscle and aponeurosis size, after two eccentrically focused knee flexion training regimes: Nordic hamstring training (NHT) or lengthened state eccentric training (LSET, isoinertial weight-stack resistance in an accentuated hip-flexed position), to habitual activity (no training controls: CON).

    Methods 42 healthy young males completed 34 sessions of NHT or LSET over 12 weeks or served as CON (n = 14/group). MRI-measured muscle volume of seven individual knee flexors and BFlh aponeurosis area, and maximum knee flexion torque during eccentric, concentric and isometric contractions were assessed pre- and post-training.

    Results LSET induced greater increases in hamstrings (+18% vs +11%) and BFlh (+19% vs +5%) muscle volumes and BFlh aponeurosis area (+9% vs +3%) than NHT (all P ≤ 0.001), with no changes after CON. There were distinctly different patterns of hypertrophy between the two training regimes, largely due to the functional role of the muscles; LSET was more effective for increasing the size of knee flexors that also extend the hip (2.2-fold vs NHT), whereas NHT increased the size of knee flexors that do not extend the hip (1.9-fold vs LSET; both P ≤ 0.001). Changes in maximum eccentric torque differed only between LSET and CON (+17% vs +4%; P = 0.009), with NHT (+11%) in-between.

    Conclusions These results suggest that LSET is superior to NHT in inducing overall hamstrings and BFlh hypertrophy, potentially contributing to better sprint performance improvements and protection against hamstring strain injuries than NHT.

  • Publication
    Open Access
    The portrayal of the Japanese Occupation in Malaysian national history textbooks
    (2024)
    Wong, Sook Wei
    The Japanese Occupation has occupied a significant space in national history textbooks in Malaysia, as the growth of nationalism and the movement towards independence from colonial rule in Malaya has been attributed to the Japanese Occupation. Over time, these narratives have witnessed changes to the portrayal of the experiences of the major ethnic groups in Malaysia and the actions of the various nationalist groups active during this period. This thesis examines the narratives of the Japanese Occupation found in history textbooks from the 1950s to the 2020s and the socio-political context in which these history textbooks and their corresponding syllabuses were written in. From the 1950s to the late 1970s, the Japanese Occupation narrative occupied a small, inconspicuous part of Malayan and Malaysian history textbooks, given that decolonisation in the history curriculum was nascent during this period. In 1978, the Japanese Occupation narratives expanded to become more multicultural in its representation. In 1990 and 2004, the narratives were characterised by the influence of Malay dominance (ketuanan Melayu) ideology, which resulted in Malay-centric narratives at the expense of the representation of other ethnic groups. In 2020, the narrative blended the Malay-centric approach while increasing the representation of other ethnic groups, though this blended approach invited criticism from people who saw the two as mutually exclusive. In doing so, the thesis demonstrates a link between ideology – as it manifests in the political arena and in Malaysian historiography – and the national history curriculum in Malaysia, which shows how cultural and ideological factors explain the changes made to the narratives in Malaysian history textbooks.
  • Publication
    Open Access
    Salinity and light quality effect on growth, water relations, photosynthetic performance and nutritional quality of aeroponically grown edible mesembryanthemum crystallinum and portulaca oleracea
    (2024)
    Leng, Su Yee
    Growing halophytes using saline water would be a feasible solution to the declining availability of fresh water. On aeroponically grown edible halophytes Mesembryanthemum crystallinum and Portulaca oleracea, this study investigated 1) the impacts that different percentage of artificial seawater (ASW) had on the plant growth, water relations, photosynthetic performance and nutritional quality; 2) the interactive effects of ASW and light spectrum quality on growth, water relations, photosynthetic performances and nutritional quality; and 3) the effects of salt priming under effective LED lighting on growth and nutritional quality. Both M. crystallinum and P. oleracea grew under LED of R/B 2.2 in 10%, 20%, 30%, 40%, 60%, 80% and 100% ASW for the first objective. Shoot and root biomass generally decreased with increasing saline concentration for both plants. However, M. crystallinum exhibited a high level of salt tolerance and grew well in 100% ASW while P. oleracea were not able to survive in 100% ASW. It was found that 10% ASW was the most favorable condition tested for the growth of both plants. When severely salt stressed at 60% ASW, both plants induced CAM photosynthesis to manage its water status. The findings of this study suggest that M. crystallinum had a higher salt tolerance, and possibly equipped with more robust mechanisms to alleviate the oxidative stress, than P. oleracea. As for the second objective, both plants were grown under R/B LED ratio of 0.9 and 2.2 in 10% and 40% ASW. M. crystallinum grown in 10% ASW under R/B 2.2. and P. oleracea grown in 10% ASW under R/B 0.9 had higher productivities. This had once again proven that low salinity favours photoassimilate accumulation. Both plants relied heavily on proline to counter oxidative stress at higher salinity concentration of 40% ASW under both light conditions. There were no clear correlation between antioxidant enzymes and dietary minerals studied with salinity treatment and light conditions as they could possibly be dependent on species and other environmental conditions. Large amount of Na+ was found in both plants grown in 40% ASW regardless of light conditions. Ultimately, for the third objective, the plants were grown under R/B LED ratio of 2.2. The seedlings were grown in 10% ASW for 10 days (I) after transplant where the first harvest occur. From day 11 to 16 of transplant, both types of plants were exposed to 4 different treatments before harvesting on day 16, i.e. II: 10% ASW; III: 80% ASW; IV: 40% ASW ⟹ 80% ASW; V: 40% ASW ⟹ 60% ASW ⟹ 80% ASW. Primed M. crystallinum had higher productivities than those that were not primed. However, priming had not much effect on the productivities on P. oleracea. Priming resulted in enhanced proline accumulation, Asc concentration, soluble sugars and antioxidant enzymes activities in M. crystallinum. However, it did not have much effect on proline accumulation and antioxidant enzyme activities in P. oleracea. A reduction of Na+ was observed both plants when primed, and once again, no distinct trends were observed between dietary minerals and salt priming.
  • Publication
    Open Access
    A multiple-case study on school support systems for low-performing primary students of Chinese language
    (2024)
    Chau, Sook Kuan

    Bilingual education has always been a cornerstone of Singapore’s education. Chinese Language (CL) is offered as a compulsory Mother Tongue Language (MTL) subject in all Singapore mainstream schools to students of Chinese ethnicity. With the intergenerational change of home language environment and increasingly diversified profile of CL students, supporting low-performing students has become an area of concern in the teaching of CL. In response, the Ministry of Education (MOE) implemented initiatives such as the Chinese Language Modular Curriculum in 2007 for Primary 2 to 6 levels and the Mother Tongue Support Programme (MTSP) in 2021 for Primary 3 and 4 levels. Yet, even with these initiatives, a structured learning support programme for lower primary low-performing students seems lacking, schools are expected to exercise their own discretion on how to customise intervention practices and support programmes for Primary 1 and 2 low-performing students of CL, and students excluded from the MTSP.

    Therefore, this study aims to gain a deep understanding on how schools customise school-based support systems for the learning of low-performing students of CL, and to provide an in-depth description regarding the good practices that work together to create conducive conditions for the learning and development for these students.

    To define good practices, this study uses a theoretical perspective based on Deci and Ryan’s self-determination theory (SDT) (1985, 2004) to discuss the need-supportive and need-thwarting factors within the schools practices. SDT postulates that humans are inherently motivated to learn and internalise knowledge, and this motivation will be fostered and sustained by supporting the basic psychological needs for autonomy, competence and relatedness. This study uses a multiple-case study design to answer two research questions:

    1) How do schools support the learning of low-performing students of Chinese Language? What models, approaches, and strategies do schools/teachers use?

    2) How do these models, approaches, and strategies support the psychological needs of low-performing students of Chinese Language? Why?

    This study collects and analyses interview and observational data from three participating schools, elaborates on (i) the details of school support systems, focusing on conceptualisation, implementation, effectiveness and limitations of the various components of the systems, highlighting similarities and differences in several common procedural steps, including considerations on strengthening students' learning attributes, identification of low-performing students, deployment of teachers, and practices adopted by teachers in the classroom; (ii) how these nuances impact the support of the basic psychological needs of low-performing CL students, detailing the common need-supportive and need-thwarting factors and discussing their impacts.

    This study provides a rich repertoire of data for school leaders, teachers and researchers seeking insights into the elements of an effective support system for low-performing students in Mother Tongue Languages and other subjects. Future studies can replicate this research across different levels, subjects, and school settings, and further empirical studies employing alternative measures can be conducted to assess the impact of each classroom condition and teacher behaviour on the psychological needs and motivation of low-performing students, providing a more substantive dimensions to the findings and phenomenon discussed in this study.

  • Publication
    Metadata only
    ‘I feel like my awareness grew’: Fostering dialogues to increase awareness through virtual book clubs
    (Taylor & Francis, 2024)
    Gan, Sujia
    ;
    This article adopts a Bakhtinian understanding of dialogue to explore the affordances of virtual book clubs, and how they can foster dialogues and encourage dialogic thinking in students. Drawing on a qualitative case study of 11-year-old students participating in an online book club, we explore how digital book clubs open dialogic spaces for students to build on discussions of texts. Readers learn to read beyond the text by becoming more aware of the text and other readers, and also learn collaboratively by building on each other’s responses and being exposed to different perspectives and ideas. We demonstrate how online spaces such as virtual book clubs can enhance students’ reading engagement and open dialogic spaces for the different exchanges they have with others. Implications for using online book clubs for offering students opportunities to read and think critical and collaborative learning are discussed.
  • Publication
    Embargo
    Synthesis and cytotoxicity of copper(ii) semicarbazone complexes with lipophilic counter-anions
    (Elsevier, 2024)
    Chau, Pearlwe
    ;
    Teo, Guang Long
    ;
    Li, Yongxin
    ;
    ;
    A series of (2,4-dihydroxybenzaldehyde dibenzyl semicarbazone) perfluoroalkyl carboxylato copper(II) complexes, [CF3(CF2)nCO2(LH)Cu] (LH2 = 2,4-dihydroxybenzaldehyde dibenzyl semicarbazone; n = 0, 2, 4, 6; 1–4), and (2,4-dihydroxybenzaldehyde dibenzyl semicarbazone) pyridine copper(II) perfluoroalkyl carboxylates, [(LH)(py)Cu]+[CF3(CF2)nCO2]− (5–8) were synthesized. The lipophilicity of these compounds was determined by reverse-phase thin layer chromatography and correlated with their cytotoxicity towards MOLT-4 human leukaemia cells. Cytotoxicity is more strongly correlated with lipophilicity for the non-ionic compounds (1–4) than for the ionic compounds (5–8). Compounds 5–8 (IC50 2.8–3.8 μM) are generally more cytotoxic than compounds 1–4 (IC50 3.6–8.4 μM). They also exhibit slightly higher cytotoxicity than the parent anticancer compound [(LH)(py)Cu]+[NO3]− (IC50 4.15 μM), suggesting that it is possible to enhance the cytotoxicity of [(LH)(py)Cu]+[NO3]− by replacing nitrate with anions of higher lipophilicity. Attempts to synthesize the non-fluorinated analogue [(LH)(py)Cu]+[CH3CO2]− resulted in the formation of the deprotonated complex [L(py)Cu], whose structure was confirmed by X-ray crystallography. The structural parameters indicate that the deprotonation site is the hydrazonic nitrogen of the semicarbazone ligand.
  • Publication
    Open Access
    Investigating seamless vocabulary learning for young learners: ARCH for bridging home-based learning and classroom-based learning
    (Educational Technology & Society, 2024) ;
    Song, Yanjie
    ;
    ; ;
    Zheng, Yingjiang
    ;
    Wang, Yanyan
    Existing studies have evidenced that mobile-assisted vocabulary learning, which allows students to create artefacts and engage in productive skills, can help them in vocabulary learning. However, there remains little research and validated approaches for designing seamless vocabulary learning experiences for young learners. In this paper, a seamless vocabulary learning system was specifically designed for young learners. The study involved three classes of primary 2 students to investigate the learning effectiveness of seamless vocabulary learning, with a focus on analyzing student-generated artefacts. The results validated the effectiveness of seamless vocabulary learning for young learners, emphasizing the importance of strengthening the connection between home-based learning and classroom-based learning. The study also indicated the pivotal role of providing students with opportunities to improve their artefacts constantly across different learning contexts.
  • Publication
    Open Access
    Rigorous noise reduction with quantum autoencoders
    (American Institute of Physics, 2024)
    Mok, Wai Keong
    ;
    Zhang, Hui
    ;
    Haug, Tobias
    ;
    Luo, Xianshu
    ;
    Lo, Guo Qiang
    ;
    Li, Zhenyu
    ;
    Cai, Hong
    ;
    Kim, M. S.
    ;
    Liu, Ai Qun
    ;
    Reducing noise in quantum systems is a significant challenge in advancing quantum technologies. We propose and demonstrate a noise reduction scheme utilizing a quantum autoencoder, which offers rigorous performance guarantees. The quantum autoencoder is trained to compress noisy quantum states into a latent subspace and eliminate noise through projective measurements. We identify various noise models in which the noiseless state can be perfectly reconstructed, even at high noise levels. We apply the autoencoder to cool thermal states to the ground state and reduce the cost of magic state distillation by several orders of magnitude. Our autoencoder can be implemented using only unitary transformations without the need for ancillas, making it immediately compatible with state-of-the-art quantum technologies. We experimentally validate our noise reduction methods in a photonic integrated circuit. Our results have direct applications in enhancing the robustness of quantum technologies against noise.
  • Publication
    Metadata only
    Bifunctional side-chains decorating a distorted poly(aryl ether sulfone) backbone to endow an anion exchange membrane with high perm-selectivity for chloride ions
    (Elsevier, 2024)
    Liao, Junbin
    ;
    Wang, Tongtong
    ;
    Xu, Yifan
    ;
    Zhang, Qishun
    ;
    Tang, Yuanyuan
    ;
    Mu, Junjie
    ;
    ;
    Yao, Yuyang
    ;
    Xu, Yanqing
    ;
    Shen, Jiangnan
  • Publication
    Open Access
    Organizational socialization strategies of interns transitioning to telecommuting work in uncertain times
    (Emerald, 2024)
    Chue, Shien
    ;
    Saljo, Roger
    ;
    Pang, Priscilla
    ;

    Purpose
    The study aims to examine how organizational socialization occurs for interns transitioning from onsite to telecommuting work, particularly in a context where traditional supports have been reduced due to the pandemic.

    Design/methodology/approach
    Drawing from interviews (n = 22) of undergraduates interning at advertorial and marketing firms, the study conducted a thematic analysis of workplace learning experiences of undergraduate interns─newcomers at the workplace when disruption of traditional ways of performing work activities occurred. In particular, the enforced telecommuting work-from-home arrangements due to the pandemic provided a unique setting for this study of internship learning in changing contexts. The analyses reveal differences in undergraduate interns’ experiences of organizational socialization when they were at the physical workplace as compared to when they had to work remotely.

    Findings
    Interns reported benefitting from structured onboarding, supportive peer systems, and regular face-to-face meetings with supervisors, which facilitated their socialization and understanding of workplace culture before the pandemic. However, as telecommuting became the norm during the pandemic, these experiences shifted. Interns adapted by engaging in digital interactions to mirror office dynamics, extending work hours due to blurred work-life boundaries, and independently seeking information in the absence of direct guidance. When adapting to digital communication and independent learning, interns faced challenges like longer working hours and reduced spontaneous interactions, indicating a preference for the traditional, in-person socialization methods of the pre-pandemic workplace.

    Originality/value
    This study provides insight into interns’ experiences during the global shift to hybrid work as a result of the pandemic, contributing fresh insights into organizational socialization processes amidst workplace disruptions. The conclusions offer valuable implications for future adaptive onboarding practices in educational and professional settings.

  • Publication
    Metadata only
    Special education personnel preparation in Singapore
    (Ball State University Libraries; Teacher Education Division of the Council for Exceptional Children, 2024) ; ;
    Special education in Singapore has evolved considerably during the past two decades with greater enrollments of students with special educational needs in regular mainstream schools. This progressive transformation in Singapore’s education towards the inclusion of students with special needs in mainstream classes has been accompanied by concomitant changes in teacher preparation programs for both general and special education teachers and professionals. This article situates and describes special education in Singapore and its increasing role in partnering with mainstream education within Singapore’s socio-historical context and evolvement as a nation since independence. Current issues related to special education and its expanding role in preparing teachers and related professionals for working with students with special educational needs in both mainstream and special schools are discussed with implications raised for future directions.
  • Publication
    Metadata only
    Integrated photonic computing chip for unary-based option pricing
    (Optica Publishing Group, 2024)
    Zhang, Hui
    ;
    Ramos-Calderer, Sergi
    ;
    Zhan, Yuancheng
    ;
    Cai, Hong
    ;
    Lo, Guo-Qiang
    ;
    ;
    Latorre, José Ignacio
    ;
    Liu, Ai Qun
    A specialized photonic chip is demonstrated for unary European option pricing and quantum amplitude estimation is adopted to overcome classical computing bottlenecks. The chip achieves precise asset distribution modeling and prediction, significantly enhancing financial industry efficiency and services.
  • Publication
    Metadata only
    Understanding researchers’ data-centric tasks: A classification of goals, gaps, and resources
    (Springer, 2024) ;
    Liu, Chunfeng
    ;
    Peng, Siyuan
    ;
    Li, Qiao
    In an era where data reuse is increasingly central to research efficacy, this study delves into the granularity of data-centric work tasks and addresses task goals, the challenges researchers encounter (i.e., the gaps), and the essential resources for these tasks. Utilizing a systematic literature review, we articulate a classification framework that identifies four distinct goal families and twelve goal categories. Within the goal families of “Research” and “Data”, goals are further characterized as either exploratory, confirmatory, or balanced. Our results demonstrate that the nature of goals has implications for how researchers anticipate gaps and resources. Specifically, those with more defined (confirmatory and balanced) goals predict the hurdles they will face and are proactive in identifying resources, whereas those with exploratory goals show less foresight in challenges but seek a wider range of potential resources. This study enhances our understanding of the complex interplay among goals, gaps, and resources in data-centric research tasks, offering avenues for more targeted research support services.
  • Publication
    Open Access
    The preservation of heritage in a school campus with augmented reality (AR) and game-based learning
    (SciTePress, 2024)
    Vu, P. B. A.
    ;
    Ying, Q.
    ;
    Serious games have showcased tremendous potential in transforming the way we teach and learn. This paper explores the potential affordances of Augmented Reality (AR) game-based learning, specifically in the context of preserving school heritage. The AR game-based learning experience is proposed to increase students’ knowledge of their school’s heritage. By incorporating digital technology and story-telling, the game is also proposed to make the subject of school heritage more tangible for the enhancement of learning. The study involves 10 students playing an AR adventure role-playing game (RPG) which uses device location within the campus of Hwa Chong Institution, Singapore, to trigger in-game events. To assess the effectiveness of the AR game-based experience as a medium for learning, a general survey is used to collect feedback about the gameplay experience, while a Situational Interest survey collects data about participants’ situational interest, which emerges in response to the learning environment created, using the Situational Interest Scale (Chen et al., 1999). Results confirmed a positive correlation between players’ situational interest and absorption of information, shed light on the significance of game design elements in influencing the gameplay experience, and pointed to specific rooms for improvement for future AR game-based learning environments. It is hoped that this paper will contribute to an understanding of the wider effectiveness of game-based learning environments in educational contexts.
  • Publication
    Metadata only
    Detecting patterns of idea novelty and complexity in student knowledge building discourses
    (International Society of the Learning Sciences, 2024) ; ;
    Chu, Zheng
    ;
    Zhang, Jianwei
    ;
    Chen, Mei-Hwa F.
    ;
    Zhong, Tianlong
    ;
    Chang-Sundin, Chun Yen
    ;
    ;
    Ong, Aloysius Kian-Keong
    This paper explores the application of a framework for idea novelty in students’ discourse for knowledge building. Knowledge building promotes collaborative discourse among students and supports them in expanding collective community knowledge. However, students often go beyond the sharing of information, and they contribute novel ideas that are vital to deepening community knowledge and expanding collective inquiry. Novel ideas not only reveal the character and quality of the discourse but also show how the conversation may extend to deepen the understanding of a challenging topic. This study attempts to illuminate novel ideas from students as they engage in knowledge building using the analytical lens of novelty. Data analysis from exploratory analysis and multiple correspondence analysis revealed patterns of how students contribute novel ideas to sustain their conversation. Utilizing advanced Machine Learning techniques, this study effectively identified and quantified patterns of idea novelty and complexity in student discourses, enhancing the understanding of collaborative knowledge construction.
  • Publication
    Metadata only
    Evaluating metaspace as an infrastructure for teacher cross-community collaboration in knowledge building
    (International Society of the Learning Sciences, 2024) ;
    Chen, Bodong
    ;
    ;
    Chan, Carol K. K.
    In this paper, we analyze a case of teacher-cross-community collaboration and knowledge-building professional development in an online space named Metaspace. Teachers from multiple regions of two countries, China and Singapore, shared their knowledge-building practices and student artifacts in metaspace. The analysis of teacher interviews illustrated how the metaspace design enhanced the professional development of teachers as a collaborative infrastructure. Researchers identified salient themes to review a more conceptual understanding of teacher knowledge-building, professional development, and network-building as a multi-level dynamic process.