Telematics and Informatics Reports最新文献

{"title":"Research on smart city construction in the context of public culture","authors":"Yuhang Zhang ,&nbsp;Jiaji Gao","doi":"10.1016/j.teler.2025.100187","DOIUrl":"10.1016/j.teler.2025.100187","url":null,"abstract":"<div><div>This paper aims to explore smart city construction in the context of public culture in order to understand the new opportunities and challenges of urban development in the context of the digital era. The emergence of digital media such as interactive technology and virtual reality has changed the service mode of traditional public culture, providing more diversified channels for the public to express their opinions and participate in urban and social governance. However, the social value of humanistic factors such as public culture has been seriously neglected in the construction of smart cities, and there is an urgent need for its value-orientation to put the overly technology-focused enterprise-led smart city construction back on the right path. This paper discusses the development status of smart cities, the advantages and shortcomings of smart cities, and the importance of public culture. In this paper, we analyse the current development status, diverse characteristics, advantages and shortcomings of Chinese smart cities in the context of four cities, namely Beijing, Shanghai, Shenzhen and Hangzhou, and point out the lack of public culture construction in Chinese smart cities. Further, the research delineates five key values of public culture in smart city development and constructs a comprehensive evaluation framework comprising 31 indicators across six dimensions: supply, participation, innovation, fairness, suitability, and richness. Based on this framework, six recommendations are proposed for the development of public cultural initiatives in smart cities to enhance their positive impact on urban development, and to provide a new perspective for promoting the construction of a better and more warm-hearted smart city.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"17 ","pages":"Article 100187"},"PeriodicalIF":0.0,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Multitasking Moose Migration: Examining media multimodality in slow-TV nature programming","authors":"Erica von Essen ,&nbsp;Minh-Xuan A. Truong","doi":"10.1016/j.teler.2025.100186","DOIUrl":"10.1016/j.teler.2025.100186","url":null,"abstract":"<div><div>Media multitasking has become an integrated part of much media consumption. While some celebrate the practice for activating the viewer and connecting them to virtual others, perhaps discussing the show in real-time, critics point to cognitive costs and reduced productivity. A perhaps more scathing critique has been added to those multitasking while watching nature documentaries: you are already consuming nature through a screen, but now your focus is further fragmented across multiple apps. The implication is that this is not an authentic way of experiencing nature, at a time—the Digital Anthropocene—when direct nature experiences dwindle. In this study, we examine viewers’ engagement with different sorts of media and ‘real-life’, physical multitasking during a slow-TV nature documentary, The Great Moose Migration in Sweden. We ask what these tasks mean not only for one's enjoyment and relaxation, but more broadly for nature engagement in the Digital Anthropocene, and connection to others over nature as something shared. Through surveys and digital ethnography of the Great Moose Migration, our research shows how multitasking around nature contributes to a potentially transformative experience. It is a viewer experience that is at once personal through increased customization options and layering of different activities. Second, it is communal in terms of connecting diverse audiences on platforms. Our contribution is in showing that taskscapes are now becoming multi-taskscapes, which comprise both physical and digital tasks over nature. These multi-taskscapes are actively shaped by users who engage with them. This changes both the media landscape and the way we engage with nature.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"17 ","pages":"Article 100186"},"PeriodicalIF":0.0,"publicationDate":"2025-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Factors influencing intentions to use QRIS: A two-staged PLS-SEM and ANN approach","authors":"Rizka Ramayanti ,&nbsp;Zubir Azhar ,&nbsp;Nik Hadian Nik Azman","doi":"10.1016/j.teler.2024.100185","DOIUrl":"10.1016/j.teler.2024.100185","url":null,"abstract":"<div><div>This study investigates the factors influencing users' intention to utilise Indonesia's Quick Response Code Indonesian Standard (QRIS). It employed a questionnaire survey with 996 QRIS users in Indonesia as respondents, with response rate 95. 95 %. This study analysed the data using the structural equation modelling – artificial neural network (SEM-ANN) approach. The data were evaluated using SmartPLS 4.0 and SPSS 26 for artificial neural network (ANN) analysis. The SEM analysis suggests that Habit, Hedonic Motivation, Social Influence, and Price Value are the primary factors influencing QRIS intention and usage in Indonesia. Performance expectancy, effort expectancy, and facilitating factors are not significantly related to users' intention to use QRIS. User intention significantly influences the actual usage of QRIS. The importance-performance matrix analysis (IPMA) test indicates that hedonic desire is the most significant factor in predicting the intention to use QRIS compared to other variables. The findings demonstrated that hedonic motivation was the primary determinant in forecasting the intention to use QRIS.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"17 ","pages":"Article 100185"},"PeriodicalIF":0.0,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Copula entropy regularization transformer with C2 variational autoencoder and fine-tuned hybrid DL model for network intrusion detection","authors":"Srinivas Akkepalli ,&nbsp;Sagar K","doi":"10.1016/j.teler.2024.100182","DOIUrl":"10.1016/j.teler.2024.100182","url":null,"abstract":"<div><div>In cyber security, Intrusion Detection Systems (IDS) act as a network security tool, in which computational complexity and dynamic IDS detection issues are observed by conventional studies. In this paper, a novel Copula Entropy Regularization Transformer with<span><math><mrow><mspace></mspace><msup><mrow><mi>C</mi></mrow><mn>2</mn></msup></mrow></math></span> variational autoencoder and Fine-tuned Hybrid Deep Learning (DL) model is introduced for Network Intrusion Detection. In previous IDSs studies, flow-based feature extraction techniques are concentrated, which is ineffective for detecting high-dimensional anomaly data. This work proposes a novel Copula Entropy Regularization Transformer with <span><math><msup><mrow><mi>C</mi></mrow><mn>2</mn></msup></math></span> variational autoencoder for regularizing the feature extraction and feature selection, using a self-paced regularization mechanism. Recently, the pull towards IDS with Zero-Day (ZD) attacks gets increased, and the existing studies over it, possess high False-Negative Rates (FNR), leading to limited practical usage. For reducing the FNR and to improve the identification of ZD, a Fine-tuned Hybrid DL attack prediction model with deep Transudative Federated Transfer Learning (TFTL) is proposed. This gives out a map connection between known and zero-day attacks, data points for different dynamic network traffic, and classification of known and unknown network attacks. To investigate the ZD attack detection with the proposed model, it is validated in Python platform with Network Intrusion Detection dataset and the performance results show that the work gives better accuracy (98.54%), F1-score (97.5%), recall (97.302%), precision (98.2%) and detection rate of about 0.975%, while the comparative results show that this approach achieves a comparatively low false positive rate of 0.1, yielding high detection rate, and high accuracy in predicting attacks.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"17 ","pages":"Article 100182"},"PeriodicalIF":0.0,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Designing mobile-based tele dermatology for Indonesian clinic using user centred design: Quantitative and qualitative approach","authors":"Fransiskus David Yudaputra,&nbsp;Fatima Azzahra Triputra,&nbsp;Putu Wuri Handayani,&nbsp;Nabila Clydea Harahap","doi":"10.1016/j.teler.2024.100180","DOIUrl":"10.1016/j.teler.2024.100180","url":null,"abstract":"<div><div>This study was motivated by the increasing health services for skincare but limited availability of dermatologists in Indonesia, especially for remote areas. The health sector in Indonesia, including the dermatology and beauty sectors, has implemented technology to increase accessibility to health workers. Currently, there are several health facilities that have developed applications to support remote skin consultations (teledermatology) in Indonesia. This study aims to design a teledermatology application for clinics using a user-centered design (UCD) approach. UCD consists of understand context of use, specify user requirements, design and evaluate the prototypes. We used qualitative approach for understanding the problems, requirements and designing the low-fidelity prototype. Then, we used quantitative and qualitative approach for evaluating the prototypes. We collected quantitative data using an online questionnaire taken by 107 respondents and interviews with seven respondents. We found that teledermatology features, such as consultations and reminder notifications for self-care, are important to support dermatology activities. Our findings concern the teleconsultation feature, which still requires communication using WhatsApp for initial screenings. The quantitative evaluation resulted in a system usability scale score of 72.5, described as within the range of acceptability. Meanwhile, the post-study system usability questionnaire score reached an average value of 2.239, indicating that the usability of the application is good. The results of this study can be utilized by teledermatology application developers to improve their services.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"16 ","pages":"Article 100180"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Satisfied but no payment: The impact of perceived value on continuance intention and purchase intention in music streaming services","authors":"Kittiporn Sae-tae,&nbsp;Qian Wang","doi":"10.1016/j.teler.2024.100179","DOIUrl":"10.1016/j.teler.2024.100179","url":null,"abstract":"<div><div>The prevalence of digital music streaming has changed the way people listen to music. Over the past few years, digital music has developed, and streaming music over the Internet is a popular way people listen to music. While many reports focus on digital music and music piracy innovations, only a few applications in economic analysis in terms of the customer's willingness to pay for music services should be considered, especially in Thailand, where the country's digital infrastructure has been developing. This study presents the factors influencing perceived value and purchase intention towards music streaming in Thailand with an extended technology acceptance model and a deep understanding of users’ perceived value, satisfaction, and continuance intention in the Thai context. The research investigates future purchase intentions among freemium and premium users, providing a comprehensive view of potential consumer behavior in the music streaming market. The proposed model was empirically evaluated using an online questionnaire-based survey of 443 respondents about the perceived use of music streaming services in Thailand. Structural Equation Modelling (SEM) technique was used to analyze the data. The results indicated that perceived usefulness, perceived ease of use, and perceived enjoyment were directly and positively correlated with perceived value. Besides, perceived value was directly and positively correlated with satisfaction, continuance intention, and purchase intention. Regardless, satisfaction and continuance intention could not predict purchase intention significantly. In the Thai context, consumer satisfaction and continuance intention with music streaming in Thailand are not a good driving factor in suggesting purchase intention. Furthermore, music streaming content, users’ emotional responses, and feelings play a crucial role in the decision to use and subscribe. The results provided further insight into music application market trends and built an understanding of Thai music consumer behavior.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"16 ","pages":"Article 100179"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Leveraging AI in ayurvedic agriculture: A RAG chatbot for comprehensive medicinal plant insights using hybrid deep learning approaches","authors":"Biplov Paneru ,&nbsp;Bipul Thapa ,&nbsp;Bishwash Paneru","doi":"10.1016/j.teler.2024.100181","DOIUrl":"10.1016/j.teler.2024.100181","url":null,"abstract":"<div><div>Medicinal plants are offering a lot of potential for treatment of various chronic diseases as well as healing wounds, enhancing healthy living for consumers. The Nepalese and Indian agriculture systems are one of the main areas focusing on medicinal plant cultivation, and the abundant availability of these plants in these regions is driving growth in ayurvedic research. Traditional methods for detecting plants as well as generating insights on them are often inefficient and time-consuming due to the manual research need and expertise required in plant and biological lives. In this paper, we develop an advanced LLM (Large Language Model)-powered approach to reliably identify the available medicinal plants and their profitable insights for farmers. We compare multiple deep learning and transfer learning techniques, employing models such as deep convolutional neural networks and advanced transformer models. By training and testing on the dataset that includes varieties of plant types, we select the efficient model after a detailed analysis of a variety of models, dataset split variations, and hyperparameter tuning. The selected model integrates into a retrieval augmented generation (RAG) application capable of providing various insights on the plant identified. The app supports both Nepali and English languages and integrates explainable AI for explaining medicinal plants, their health benefits, and remedies. Results show that the DeiT model achieves 95.97 % accuracy, VGG16 achieves 90.26 %, and a novel hybridized concept with DeiT + VGG16 achieves an accuracy of 96.75 % on a multi-class dataset. The integrated application explains the beneficial insights to users in English as well as local Nepali language.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"16 ","pages":"Article 100181"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Empowering Pandemic Resilience: Simulation of Integrating IoT Innovation to Curtail Mortality","authors":"Spoorthi Singh ,&nbsp;Mohammad Zuber ,&nbsp;Navya Thirumaleshwar Hegde ,&nbsp;Meet Hitesh Jain ,&nbsp;Mohd Nizar Hamidon ,&nbsp;Adi Azriff Basri ,&nbsp;Norkhairunnisa Mazlan ,&nbsp;Kamarul Arifin Ahmad ,&nbsp;Ramya S Moorthy","doi":"10.1016/j.teler.2024.100178","DOIUrl":"10.1016/j.teler.2024.100178","url":null,"abstract":"<div><div>Historically Pandemic and Epidemic Prone (PEP) diseases rapidly inflame the respiratory tract and influence heart rate very badly, like how corona virus 2019 was transmitted by SARS-CoV-2. Thus, this article proposes a conceptual design that considers heart rate change, and respiration rate variations measured are indicated through IoT with a mobile application. Here the app-based method solves the connectivity gap through technology infusion, which was needed during pandemic. Since wearable devices to measure heart rate/ respiratory rate are commonly available, here the proposal suggests one such best-suited wearable strain sensor to focus on respiration rate and volume of a human respiratory system with high fidelity for servicing PEP patients. The proposed concept can help in monitoring and tracking multiple patients simultaneously, online through Internet of Things (IoT). This IoT enabled app not only updates doctors on already discharged patients, but also can be used by anyone to prevent last minute uncertainties. Since respiratory issues being one of the main symptoms of patients recovered from PEP disease, tracking the breathing patterns is essential. This issue requires an effective sensorics system and associated software applications, thus connecting hospital administration to the public. The aim is to help the public use a single software application to access the ambulance, hospital, and doctors, reducing time via data transfer leveraging IoT. This has been simulated using Cisco packet tracer for fast processing of data and the results are observed. As a pre-requisite of the application respiratory rate data set has been converted and the required alert indications have been shown after comparing with reference data set.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"17 ","pages":"Article 100178"},"PeriodicalIF":0.0,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Augmenting clinical communications between doctors and patient families through short text message updates – A Singapore healthcare experience","authors":"Zhiquan Damian Lee ,&nbsp;Huiling Linda Lim ,&nbsp;Cadence Wei Lin Wee ,&nbsp;John Tsia-Chuen Kan ,&nbsp;Chongyan Wang ,&nbsp;Kai Wen Aaron Tang","doi":"10.1016/j.teler.2024.100176","DOIUrl":"10.1016/j.teler.2024.100176","url":null,"abstract":"<div><div>Families play an integral role in the physical and emotional recovery of patients. Studies have shown the significant impact that family plays in the overall quality of care and patient experience. Effective communication between patients’ families and doctors is therefore a critical component of healthcare. Most healthcare institutions rely on a longstanding system of phone calls as the primary means of communication with families. However, this is often fraught with difficulties leading to insufficient updates, miscommunication, and grievances. This study aims to identify the shortcomings of current system of updating families and to test the feasibility of using one-way short text messages to augment clinical communication between families and doctors. The study was performed in two phases. The first phase was a survey of patients’ families and doctors to identify issues with current method of phone updates and obtain information about their perceptions and receptiveness towards text messages as a mode for patient's family updates. The second phase was a pilot trial using short text messages to update patients’ families. The survey showed that 69 % of doctors felt that current methods of updating families were too time consuming while 60 % of patients’ families felt they were not adequately updated by the medical team. Majority of doctors and family members surveyed were receptive to the use of one-way text updates to augment communication (84 % and 91 % respectively). The pilot trial showed an increase in the percentage of families that were updated at a frequency of a minimum of twice a week, from 55.6 % to 80 % of families. Family members reported that this allowed them to receive increased frequency of updates and gained a better understanding of their family member. We conclude that one-way short text messages is a promising and feasible way to augment the current system of updating families, and to improve overall quality of care.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"17 ","pages":"Article 100176"},"PeriodicalIF":0.0,"publicationDate":"2024-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143159799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"An antenna with second−iteration fractal patch and parallel−plane grounds for UWB/X/Ku/K band applications","authors":"Fahim Shahriyar Abir,&nbsp;Rubina Parveen,&nbsp;Md Samiul Islam,&nbsp;Md. Abubakar Siddik,&nbsp;Mahfujur Rahman","doi":"10.1016/j.teler.2024.100174","DOIUrl":"10.1016/j.teler.2024.100174","url":null,"abstract":"<div><div>The antenna proposed in this article is structured on a Rogers RT5880 (lossy) substrate holding two grounds parallel on two opposite planes, one adjacent to the transmission path feeding the fractal patch. These grounds are named as parallel<span><math><mo>−</mo></math></span>plane grounds (PPGs). The fractal antenna features a compact size of 17.7<span><math><mrow><mo>×</mo><mn>9</mn><mo>.</mo><mn>8</mn><mo>×</mo></mrow></math></span>1.575 mm³ unveiling a −10 dB impedance bandwidth of 19.5 GHz (3.2 GHz–22.7 GHz). The iterative ratio, <span><math><mi>r</mi></math></span> has an impact on the impedance bandwidth resembling other design parameters. A transient bandwidth enhancement is achievable by keeping the iterative ratio in a range of (0.6–1.1). In this range, the bandwidth gets enhanced as <span><math><mi>r</mi></math></span> ascends. The ground adjacent to the feeding path helped to achieve responses in X band (8 GHz–12 GHz), and K_u band (12 GHz–18 GHz) crossing the range of the whole ultra<span><math><mo>−</mo></math></span>wideband (3.1 GHz–10.6 GHz). It responds in some spectrum (18 GHz–22.7 GHz) of the K band (18 GHz–27 GHz) also.</div></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"16 ","pages":"Article 100174"},"PeriodicalIF":0.0,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142701516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}