Electronic Products Research Articles

Bidirectional LSTM for Electronic Product Recommendation

Bidirectional LSTM for Electronic Product Recommendation

Sustainability-driven electrical engineering optimizing energy efficiency through ai and developing eco-friendly electronics

This paper explores the transformative potential of AI-driven solutions in optimizing energy efficiency and the development of eco-friendly materials for electronics. As global energy consumption and electronic waste continue to rise, innovative technologies are essential to mitigate their environmental impact. AI models have shown significant promise in enhancing the performance of smart grids and residential and industrial energy systems by predicting and adjusting energy usage in real time. Additionally, the research and development of sustainable materials for semiconductors and electronic components offer an important pathway to reducing the environmental footprint of electronics manufacturing. By aligning these advancements with national sustainability and climate goals, this paper highlights the critical role of AI and sustainable materials in creating a more energy-efficient and environmentally responsible future. The paper concludes by suggesting areas for future research, emphasizing the long-term impact of these technologies on the electrical engineering field and their contribution to sustainability.

Understanding the consumer purchase behaviour towards green electronic products: using insight from the theory of planned behaviour

PurposeThis research investigation aims to explore the factors that affect purchasing behaviour among consumers in India in the context of green electronic products with the aid of the extended theory of planned behaviour (TPB) by incorporating two additional constructs, namely environmental concern and ethical obligation.Design/methodology/approachThe current research adopted a quantitative methodology, utilising a survey (questionnaire) to gather data from respondents residing in Delhi-NCR, India. A convenience sampling technique was used to select these respondents. Both online and offline modes were used to collect the data. Moreover, to evaluate the theoretical foundation of the investigation, the researchers employed PLS-SEM (partial least square structural equation modelling) on 346 useable samples.FindingsThe outcome reveals that attitude, subjective norm and perceived behaviour control (PBC) are significant predictors, supplementary constructs such as environmental concern are not significant predictors, whereas ethical obligation is a substantial predictor of purchase intention. Consumer purchase behaviour, in turn, is influenced by consumer purchase intention.Practical implicationsThe outcome of this research could help the country’s legislators formulate policies and programs related to current environmental problems faced by our planet. Marketers could understand the factors that drive consumers' purchasing behaviour towards green electronic products and design effective marketing strategies accordingly. Thus, by enhancing the company’s green image, marketers of green products may potentially increase future purchases, all of which contribute to solving worldwide environmental problems.Originality/valueThis research confirms the usefulness of TPB in understanding Indian consumers' purchasing intention and behaviour towards green electronic products. It further extends the TPB by showing that new components, environmental concerns and ethical obligations influence Indian consumers' purchasing intentions and behaviour. Moreover, prior studies mostly used both additional constructs for green products. Current research used specific types of green products, i.e. green electronic products, as very few studies are available on these products that apply TPB, which makes this study novel. In contrast to previous research that primarily examined purchase intention, this study takes a further step by investigating the connection between intentions and consumers' purchase behaviour. It establishes intention as a precursor to behaviour, specifically towards green electronic products. Additionally, this study introduces new constructs and explores the Indian context, significantly contributing to the existing literature.

Strategic Innovations in Apple's Supply Chain Management: Objectives, Methods, and Strategies for Navigating Global Market Challenges

This study looks at global supply chain risks and remedies in the context of Apple Inc.'s supply chain, which is renowned for being efficient and complicated. Apple's supply chain management strategy (SCM) optimizes costs and efficiency by integrating the planning and control of manufacturing, distribution, and sales. Efficient worldwide product delivery and very high operational standards are guaranteed by centralized strategic decision-making and collaboration with key suppliers like Foxconn. The report emphasizes how Apple uses cutting-edge logistics technology to reduce risks like supply interruptions and geopolitical unrest, which are becoming more common in today's international marketplace. Additionally, the study holds that in order to gain a long-term market competitiveness and manage a more uncertain external environment, today's smart device and electronic equipment manufacturers represented by Apple need to embrace the wave of digital transformation and increase resilience through strategic innovation and the construction of ethical and sustainable supply chains. This entails building morally and environmentally sound supply networks as well as implementing strategic innovations that increase supply chain resilience. Businesses that use this approach not only mitigate short-term risks but also establish a strong basis for sustained prosperity, guaranteeing their ability to adjust and prosper in the dynamic international arena.

The effect of internet use on the health of middle-aged and older adults: evidences from China general social survey

BackgroundAccording to the United Nations classification of aging societies, China is rapidly transitioning into a moderately aging society, facing significant challenges related to population aging. Concurrently, China is actively implementing the Internet Power Strategy and the Internet Plus action plan, which are profoundly transforming the daily lives of individuals, including their health status. However, research on the impact of internet use on the health of middle-aged and older adults has not reached a consensus. This study aims to investigate the effects of internet use on the health of middle-aged and older adults, as well as the mechanisms and heterogeneity of these effects.MethodsThis study utilized data from the China General Social Survey conducted in 2018, which includes a sample of 6470 individuals. Self-rated health, mental health, and objective health were used as key health indicators, with internet use identified as the primary independent variable. The study aims to analyze the impact of internet use on the health status of middle-aged and older adults through the application of an ordered probit model and instrumental variable methods.ResultsThe results indicate that internet use has a significant positive impact on the health of middle-aged and older adults, with significance at the 1% level. This finding has passed a series of robustness tests. Mechanism analysis reveals that information acquisition is a crucial mediating mechanism between internet use and the health of middle-aged and older adults. This suggests that increased internet use enhances information access, thereby improving health outcomes. Furthermore, heterogeneity analysis shows that the impact of internet use on health is more pronounced among individuals living in rural areas, western regions, low-income groups, and those aged under 60, compared to their counterparts in urban areas, eastern regions, higher-income brackets, and those aged 60 and above.ConclusionInternet use can improve the health of middle-aged and older adults. Therefore, government departments, senior universities, communities, and families should collaborate to actively conduct digital skills training for older adults. Additionally, efforts should be accelerated to adapt electronic products to be more elder-friendly, helping older adults overcome the digital divide and thereby reducing health inequalities among middle-aged and older groups.

A flexible thermal interface composite of copper-coated carbon felts with 3d architecture in silicon rubber

Thermal interface materials (TIM) are key thermal management components to enhance the performance of electronic products, and how to improve thermal conductivity is a key issue to consider. As a high thermal conductivity material, it is difficult for copper to have both high thermal conductivity and high elasticity when filled into the polymer. In this paper, by growing copper nanoparticles on the surface of carbon felt (Cfelt), a three-dimensional interoperable thermally conductive copper network is formed with carbon fibers as the support, which makes the material both better thermally conductive and elastic at the same time. The vertical thermal conductivity of the prepared Cu-Cfelt/silicon rubber composite material reached 7.3230 W/mK. It is 23 times higher than pure silicon rubber(0.3130 W/mK), 18 times higher than Cu/silicon rubber composite (0.4120 W/mK) and 12 times higher than CFelt/silicon rubber composite (0.6200 W/mK), and successfully improves the thermal conductivity of the interface. The three-dimensional Cu network structure of the prepared Cu-CFelt/silicon rubber composite maximized the thermal conductivity of Cu, and the composite also showed excellent mechanical properties, indicating that the composite has broad application prospects in thermal management and other aspects.

ELEKTRON BİBLİOQRAFİYANIN İNFORMASİYA, TƏHSİL VƏ TƏDQİQAT MÜHİTİNDƏ ROLU

This research paper aims to highlight the current state of electronic bibliography and its role in spheres of information activity. In the article, electronic bibliographic activity was considered as an ele¬ment of scientific communication and interpreted as one of the important actors in meeting the information needs of users working in the field of information, education and scientific research. A brief explanation of electronic bibliographic products was given, and the advantages of the digital bibliographic service realized in the Internet environment were discussed. The article also classified users from a general point of view, and mentioned the necessity of bibliographic support for researchers and students when choosing literature.

Operational excellence in online food delivery service: the role of food biosafety measures

PurposeThis study explores how food biosafety measures (FBM), electronic service quality and product quality influence consumer satisfaction and loyalty in the online food delivery service (OFDS) sector. It also integrates the technology acceptance model (TAM) and the theory of planned behaviour (TPB) to form a robust framework for assessing consumer behaviours and providing insights for this sector.Design/methodology/approachData from 877 Colombian urban consumers were collected. The proposed theoretical model was tested using structural equation modelling (SEM) in the SEMinR package of the R program (an open-source programming language).FindingsThe results reveal that food biosafety measures and product quality are the most essential factors for OFDS consumers. Besides, food biosafety measures strongly affect product and e-service quality, which in turn significantly and directly impact consumer satisfaction and loyalty. This means that it is necessary to consider both visible actions strongly related to product quality and invisible actions that highlight the role of e-service quality in ensuring operational excellence.Practical implicationsTo maintain customer satisfaction and loyalty, OFDS managers should consider first working with restaurants that practice high food biosafety measures so that the order leaves the restaurant in good condition. However, OFDS should maintain these measures to ensure operational excellence from the order on the platform until delivery to the end consumer.Originality/valueThis innovative study demonstrates how FBMs directly affect perceptions of service, product quality, satisfaction and loyalty. This goes beyond traditional findings suggesting that food biosafety measures' influence is only indirect and mediated by satisfaction.

Consumer behavioural model and the mediating role of branding concept on consumer willingness to purchase electronics products

This study ascertained the impact of the consumer behavioural model and the mediating role of the branding concept on consumer willingness to purchase a Samsung family brand in South Africa. This objective is motivated by the highly competitive and dynamic nature of the electronics market, where various factors influence consumers in their decision-making processes. Consequently, additional conceptual variables may also affect consumers' willingness to purchase a Samsung family brand. To achieve the study's objective, a quantitative research method was employed, involving data collection from 150 students at a university in Mthatha. Inferential statistical analysis was conducted through structural equation modelling to elucidate the relationships between variables, utilising SmartPLS and SPSS software as analytical tools. The findings of this study revealed a positive and significant impact of individual factors and branding concepts on consumer willingness to purchase the Samsung family brand. In contrast, social factors and the purchase situation exhibited a positive impact but were deemed insignificant regarding consumer willingness to purchase the brand. Therefore, it is established that, in addition to the positive impact of the consumer behavioural model on consumer willingness to purchase a Samsung family brand, the branding concept also plays a mediating role in this willingness. This study recommends that dealers and marketers of the Samsung family brand place greater emphasis on consumer-valued aspects of both social factors and the purchasing situation, with a particular focus on individual factors and the branding concept, to attract more consumers, particularly rural university students in South Africa.

Prevalence and association of uncorrected refractive error among Chinese adolescents: a cross-sectional study.

Uncorrected refractive error (URE) is one of the main causes of visual impairments. URE may reduce interaction and learning in the classroom, leading to social isolation, irreversible amblyopia, lack of external knowledge, and restrictions on education and employment opportunities. Our aim was to investigate the prevalence and related factors of URE in adolescents using epidemiological surveys and questionnaire surveys related to lifestyle habits. A cross-sectional school-based study was conducted in Nantong, China, including adolescents 12-19 years of age from 16 schools. URE was defined as presenting visual acuity worse than 6/12 and improving to ≥ 1 lines after correction in either eye. Univariate and multivariate logistic regression analyses were used to investigate specific correlations between URE and related lifestyle parameters. Non-cycloplegic autorefraction was assessed for each adolescent. A total of 2,910 adolescents were analyzed, of which 50.3% (n = 1,465) were male, and 49.7% (n = 1,445) were female. The mean age was 15.23 ± 1.77 years. The overall prevalence of URE was 23.7%. The total prevalence of REC and eREC was 85.1% and 71.7%, respectively, and both of them showed an increasing trend with age (Ptrend = 0.018 and Ptrend = 0.019, respectively). A higher prevalence of URE was related to myopia, anisometropia, and increased daily use of electronic products. Timely visual examination by medical institutions, more extracurricular homework, and older age were protective factors for URE. Among the 689 adolescents with URE, 362 (52.5%) did not receive any refractive correction, and 327 (47.5%) used corrected glasses. URE was highly prevalent among adolescents in China. Myopia was the most important risk factor for URE. The impact of anisometropia and increased daily use of electronic devices on URE was significant. Timely visual examinations by medical institutions served as an effective protective factor against URE. Further research on adjusting intervention strategies is therefore needed to eliminate preventable visual impairments.

A comprehensive content analysis of 104 Chinese electronic cigarette manufacturing enterprise official websites

ObjectiveThe goal was to analyse website content of Chinese electronic (e) cigarette manufacturing enterprises and understand the marketing strategies to provide evidence for decision-makers to regulate manufacturers.MethodsThrough QCC.com, one of...

Blockchain-enabled supply chain finance model: a study of the dual-channel closed-loop supply chain of electronic products

Blockchain-enabled supply chain finance model: a study of the dual-channel closed-loop supply chain of electronic products

Nonlinear resonance of fractional order viscoelastic PET films under temperature loading

The effects of oven temperature during printing on nonlinear vibration for fractional-order PET films are considered in this paper. The effect of temperature, fractional order modelling and some other parameters are analysed with respect to the response of the resonance. Fractional order kelvin-Voigt ontological relationship is used to describe the characteristics of viscoelastic materials. The differential equations for nonlinear vibrations are inferred according to the second law of Newton and the theory of von Karman. Discretization for nonlinear equations on locomotion using the Bubnov–Galerkin method. Forced co-oscillatory amplitude-frequency response equations for thin-films systems under temperature loading were calculated using the multiple scales method. Results of numeral results show that temperature, and fractional-order visco-elastic modelling influence the membrane's response to resonance. These results provide a basis for studying fractional-order visco-elastic films vibrations and identifying regions of stable operation in moving systems to prevent divergent instabilities for flexible electronic device manufacturing.

Impact of user-generated content in digital platforms on purchase intention: the mediator role of user emotion in the electronic product industry

Impact of user-generated content in digital platforms on purchase intention: the mediator role of user emotion in the electronic product industry

How Does Innovation-Collaboration Network Structure Influence Regional Economic Resilience?

This paper examines whether different structures of co-patenting networks affect regional economic adaptation and adaptability in divergent ways. Adaptation differentiates from adaptability by recovering in a pre-shock growth path, while adaptability entails forging a new growth path. Focusing on computer, electronic, and electrical equipment manufacturing industries in U.S. metropolitan and micropolitan areas from 1990 to 2012, the study reveals that complete networks, characterized by closely connected nodes, promote adaptation but weaken adaptability. In contrast, coalitional networks, featuring loosely connected subgroups, enhance adaptability but hurt adaptation. The study contributes to regional economic resilience literature by empirically demonstrating the trade-off relationship between adaptation and adaptability from network structures’ perspective. Practically, the study helps policy makers to effectively allocate stimuli, such as grants and tax incentives, to develop targeted co-patenting networks to improve adaptation or adaptability.

Identification of sequence polymorphism in the D-loop region of mitochondrial DNA as a risk factor for breast cancer.

Mitochondrial DNA (mtDNA) variations affect the efficiency of the electron transport chain and production of reactive oxygen species, contributing to carcinogenesis. The D-loop region of mtDNA has emerged as a variation hotspot region in human neoplasia; however, the potential contribution of these variations in breast cancer risk prediction remains unknown. We investigated the relationship between germline single nucleotide polymorphisms (SNPs) in the entire D-loop region and breast cancer risk in Chinese women. Peripheral blood-isolated mtDNA from 2329 patients with breast cancer and 2328 cancer-free controls was examined for SNPs. In the combined cohort, we used traditional risk factors, susceptibility germline polymorphisms, and logistic regression analysis to evaluate the predictive value of susceptibility variants for breast cancer risk. We calculated the area under the receiver operating characteristic curve (AUC) as a measure. We also measured the content of 8-hydroxy-2'-deoxyguanosine (8-OHdG). Individual polymorphisms SNP573 were significantly associated with breast cancer risk in both the discovery and validation cohorts. In the combined cohort, the AUC of the traditional risk factors was 64.3%; after adding susceptibility variants, the AUC was 64.9% (DeLong test, p = 0.007). 8-OHdG levels were significantly higher in patients with breast cancer than in controls and higher in individuals with SNP573 than in those negative for this variation. Overall, oxidative stress might be associated with the risk of breast cancer, and SNP573 might be associated with oxidative stress. Our results indicate the risk potential of polymorphisms in the D-loop region in breast cancer in Southern China.

Advances in the understanding of selective CO2 reduction catalysis

AbstractThe electrochemical synthesis for value‐added chemicals and fuels via carbon dioxide reduction reaction (CO2RR) offers an effective route to close the anthropogenic carbon cycle and store renewable energy. Currently, the copper‐based catalyst is still the only choice for generating various CO2RR species beyond two electron products. However, the wide range of CO2RR products generated on copper leads to low selectivity, and their low concentrations in electrolytes pose great costs in the downstream purification process and significantly challenge the scalability of this technology. To make this technology economically viable, enhancing product selectivity is crucial. In this review, we identify the primary CO2RR species and discuss the latest insights into the reaction mechanisms controlling CO2RR selectivity. Then, we examined factors that affect CO2RR selectivity. Emphasizing these factors in catalyst design, we highlight the importance of advanced technologies to expand our knowledge and prospects for the future of the CO2RR.

Adult Caretaker Engagement and School Connectedness and Association with Substance Use, Indicators of Emotional Well-Being and Suicide Risk, and Experiences with Violence Among American Indian or Alaska Native High School Students - Youth Risk Behavior Survey, United States, 2023.

The strength of American Indian and Alaska Native (AI/AN) communities comes from generations of Indigenous traditions, language, culture, and knowledge. These strengths have been challenged by a complex set of systemic, structural, and social factors related to historical and intergenerational trauma that affects the health of AI/AN communities. Furthermore, AI/AN population health data often are inaccurate because of analytic coding practices that do not account for multiracial and ethnic AI/AN identification and inadequate because of statistical suppression. The 2023 national Youth Risk Behavior Survey included a supplemental sample of AI/AN high school students. Coding of race and ethnicity was inclusive of all AI/AN students, even if they also identified as another race or as Hispanic or Latino, providing comprehensive data on health behaviors and experiences among AI/AN high school students nationwide. Adult caretaker engagement and school connectedness and their association with 13 health behaviors and experiences were examined, including five types of current substance use, four indicators of emotional well-being and suicide risk, and four types of violence. Pairwise t-tests and adjusted prevalence ratios from logistic regression models identified significant associations between exposure and outcome variables. Among AI/AN students, having an adult who always tried to meet their basic needs, high parental monitoring, and high school connectedness were associated with lower prevalence of certain measures of substance use, poor emotional well-being and suicide risk, and violence. Compared with non-AI/AN students, the prevalence of current electronic vapor product use, current marijuana use, attempted suicide, and experience of sexual violence was higher among AI/AN students.This report presents the most comprehensive, up-to-date data on substance use, indicators of emotional well-being and suicide risk, and experiences with violence among AI/AN high school students nationwide. The findings suggest the importance of engaged household adults and school connectedness in promoting emotional well-being and preventing substance use, suicide-related behavior, and experiences of violence among AI/AN students. Understanding the historical context and incorporating Indigenous knowledge when developing interventions focused on AI/AN youths are critical to ensure such interventions are successful in improving AI/AN health and well-being.

Measurement of heavy-flavor electron production in Au+Au collisions at sNN = 54.4 GeV at STAR

Measurement of heavy-flavor electron production in Au+Au collisions at sNN = 54.4 GeV at STAR

Recyclability level and quantity decisions of electronic manufacturers under four recycling systems of extended producer responsibility

Some electronic manufacturers and groups have left or are planning to leave the default recycling system that regulates their responsibilities for end-of-life (EoL) products. A legislative menu in the extended producer responsibility (EPR) framework allows manufacturers to choose the rate or cost model freely. In this paper, we model four potential recycling systems to study how two firms with brand differentiation should choose legislative models. We analyze the effect of take-back rate and brand differentiation on the firms’ equilibrium decisions, identify the condition in which firms leave the default plan, and further compare economic and environmental outcomes among all recycling systems. We find that only the cost system creates free-riding avenues because the current cost allocation mechanism by market shares does not concern the environmental contributions of members. We also find that the hybrid system (which includes rate-cost and cost-rate systems) provides higher design incentives than the basic case (which includes rate and cost systems), contrasting to the conventional wisdom in which the rate system has superior design incentives. Finally, our results demonstrate that the rate-cost system performs better economic and environmental benefits due to the perfect match between differentiated manufacturers and legislative models.