Top Research Papers on Web Development
Explore a comprehensive list of top research papers on web development that cover cutting-edge technologies, innovative methodologies, and best practices in the industry. Dive into detailed studies to enrich your understanding and stay current on web development trends. Perfect for developers, researchers, and enthusiasts looking to expand their knowledge and expertise in web development.
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Cloud-Based Patient Health Record Tracking Web Development
130 Citations 2022Ashwini Lawate, Vikrant Londhe, Sandip Shinde + 1 more
International Journal of Advanced Research in Science Communication and Technology
An idea about current healthcare system in India is given about previous projects on current primary health care system and some information describes about global work done on Electronic Medical Records generates with cloud-based system.
Machine learning based diabetes prediction and development of smart web application
165 Citations 2021Nazin Ahmed, Rayhan Ahammed, Md. Manowarul Islam + 4 more
International Journal of Cognitive Computing in Engineering
Diabetes is a very common disease affecting individuals worldwide. Diabetes increases the risk of long-term complications including heart disease, and kidney failure among others. People might live longer and lead healthier lives if this disease is detected early. Different supervised machine learning models trained with appropriate datasets can aid in diagnosing the diabetes at the primary stage. The goal of this work is to find effective machine-learning-based classifier models for detecting diabetes in individuals utilizing clinical data. The machine learning algorithms to be trained with s...
Web-Based Survival Analysis Tool Tailored for Medical Research (KMplot): Development and Implementation
1719 Citations 2021András Lánczky, Balázs Győrffy
Journal of Medical Internet Research
A registration-free web-based survival analysis tool capable of performing univariate and multivariate Cox proportional hazards survival analysis using data generated by genomic, transcriptomic, proteomic, or metabolomic studies is introduced.
A Correlation Graph based Approach for Personalized and Compatible Web APIs Recommendation in Mobile APP Development
165 Citations 2022Lianyong Qi, Wenmin Lin, Xuyun Zhang + 3 more
IEEE Transactions on Knowledge and Data Engineering
A correlation graph-based approach for personalized and compatible Web APIs recommendation in mobile APP development is proposed and the feasibility of this proposed recommendation approach is proved.
Trends and Developments in Mindfulness Research over 55 Years: A Bibliometric Analysis of Publications Indexed in Web of Science
214 Citations 2021Anuradha Baminiwatta, Indrajith Solangaarachchi
Mindfulness
This comprehensive bibliometric study summarized and visualized 55 years of mindfulness research, revealing pivotal points, active research areas, and emerging trends.
IMGT® databases, related tools and web resources through three main axes of research and development
104 Citations 2021Taciana Manso, Géraldine Folch, Véronique Giudicelli + 22 more
Nucleic Acids Research
Abstract IMGT®, the international ImMunoGeneTics information system®, http://www.imgt.org/, is at the forefront of the immunogenetics and immunoinformatics fields with more than 30 years of experience. IMGT® makes available databases and tools to the scientific community pertaining to the adaptive immune response, based on the IMGT-ONTOLOGY. We focus on the recent features of the IMGT® databases, tools, reference directories and web resources, within the three main axes of IMGT® research and development. Axis I consists in understanding the adaptive immune response, by deciphering the identifi...
Data-Driven Web APIs Recommendation for Building Web Applications
113 Citations 2020Lianyong Qi, Qiang He, Feifei Chen + 3 more
IEEE Transactions on Big Data
WAR (Web APIs Recommendation), the first data-driven approach for web APIs recommendation that integrates web API discovery, verification and selection operations based on keywords search over the web API correlation graph, is proposed.
Going web or staying paper? The use of web-surveys among older people
104 Citations 2020Susanne Kelfve, Marie Kivi, Boo Johansson + 1 more
BMC Medical Research Methodology
It is concluded that a web-survey might be a feasible and good alternative in surveys targeting people in the retirement age range, however, without offering a paper-questionnaire, a small but important group will likely be missing with potential biased estimates as the result.
Detection of mobile genetic elements associated with antibiotic resistance in <i>Salmonella enterica</i> using a newly developed web tool: MobileElementFinder
598 Citations 2020Markus Hans Kristofer Johansson, Valeria Bortolaia, Supathep Tansirichaiya + 3 more
Journal of Antimicrobial Chemotherapy
This work found that the MGEs were seemingly conserved according to multilocus ST and not restricted to either the host or the country of origin, and identified putative translocatable units for specific aminoglycoside, sulphonamide and tetracycline genes.
The triumphs and challenges of two decades of Semantic Web research and applications are traced, with a focus on artificial intelligence and machine learning.
Resolving Food-Web Structure
104 Citations 2020Robert M. Pringle, Matthew C. Hutchinson
Annual Review of Ecology Evolution and Systematics
Food webs are a major focus and organizing theme of ecology, but the data used to assemble them are deficient. Early debates over food-web data focused on taxonomic resolution and completeness, lack of which had produced spurious inferences. Recent data are widely believed to be much better and are used extensively in theoretical and meta-analytic research on network ecology. Confidence in these data rests on the assumptions ( a) that empiricists correctly identified consumers and their foods and ( b) that sampling methods were adequate to detect a near-comprehensive fraction of the trophic in...
Conducting web-based surveys
254 Citations 2020David Solomon
Scholarworks (University of Massachusetts Amherst)
While in its early stages, research on Internet-based survey methodology has identified a number of factors that influence data quality, several studies have found Internet surveys have significantly lower response rates than comparable mailed surveys.
The Evolution of the Manosphere Across the Web
151 Citations 2020Manoel Horta Ribeiro, Jeremy Blackburn, Barry Bradlyn + 5 more
MPG.PuRe (Max Planck Society)
In this paper, we present a large-scale characterization of the Manosphere, a conglomerate of Web-based misogynist movements roughly focused on "men's issues," which has seen significant growth over the past years. We do so by gathering and analyzing 28.8M posts from 6 forums and 51 subreddits. Overall, we paint a comprehensive picture of the evolution of the Manosphere on the Web, showing the links between its different communities over the years. We find that milder and older communities, such as Pick Up Artists and Men's Rights Activists, are giving way to more extremist ones like Incels an...
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only
155 Citations 2023Guilherme Penedo, Quentin Malartic, Daniel Hesslow + 6 more
arXiv (Cornell University)
It is shown that properly filtered and deduplicated web data alone can lead to powerful models; even significantly outperforming models from the state-of-the-art trained on The Pile.
Webina: an open-source library and web app that runs AutoDock Vina entirely in the web browser
114 Citations 2020Yuri Kochnev, Erich Hellemann, Kevin C. Cassidy + 1 more
Bioinformatics
Abstract Motivation Molecular docking is a computational technique for predicting how a small molecule might bind a macromolecular target. Among docking programs, AutoDock Vina is particularly popular. Like many docking programs, Vina requires users to download/install an executable file and to run that file from a command-line interface. Choosing proper configuration parameters and analyzing Vina output is also sometimes challenging. These issues are particularly problematic for students and novice researchers. Results We created Webina, a new version of Vina, to address these challenges. Web...
The proliferation of diverse digital gadgets has transformed the panorama of internet surfing, necessitating a paradigm shift in internet design strategies. This research paper delves into the realm of responsive net layout, focusing on the symbiotic courting among HTML and CSS in creating adaptable and person-friendly interfaces throughout numerous screen sizes and gadgets. By investigating the ideas, strategies, and excellent practices associated with responsive design, this study targets to elucidate the evolving function of HTML and CSS in addressing the demanding situations posed by the d...
Proceedings of the ACM Web Conference 2023
149 Citations 2023Kunpeng Guo, Dennis Diefenbach, Antoine Gourru + 1 more
journal unavailable
Wikidata has grown to a knowledge graph with an impressive size. To date, it\ncontains more than 17 billion triples collecting information about people,\nplaces, films, stars, publications, proteins, and many more. On the other side,\nmost of the information on the Web is not published in highly structured data\nrepositories like Wikidata, but rather as unstructured and semi-structured\ncontent, more concretely in HTML pages containing text and tables. Finding,\nmonitoring, and organizing this data in a knowledge graph is requiring\nconsiderable work from human editors. The volume and complexi...
Companion Proceedings of the Web Conference 2022
105 Citations 2022Frédérique Laforest, Raphaël Troncy, Lionel Médini + 2 more
journal unavailable
Question Answering (QA) is increasingly used by search engines to provide\nresults to their end-users, yet very few websites currently use QA technologies\nfor their search functionality. To illustrate the potential of QA technologies\nfor the website search practitioner, we demonstrate web searches that combine\nQA over knowledge graphs and QA over free text -- each being usually tackled\nseparately. We also discuss the different benefits and drawbacks of both\napproaches for web site searches. We use the case studies made of websites\nhosted by the Wikimedia Foundation (namely Wikipedia and ...
Neoliberalism, the Alt-Right and the Intellectual Dark Web
105 Citations 2021Alan Finlayson
Theory Culture & Society
Drawing on research from digital media studies, political theory and rhetoric, this article explores online radical conservative and reactionary ‘ideological entrepreneurs’. It argues that online media are uniting an ‘ideological family’ around concepts of natural inequality and hostility to those who deny them. Placing this phenomenon in context, the article shows how online culture reinvigorates well-established discourses of opposition to bureaucrats, intellectuals and experts of all kinds, rejecting one version of the neoliberal state and of its personnel, a ‘new class’ understood to domin...
Web-based language learning and speaking anxiety
155 Citations 2020Muzakki Bashori, Roeland van Hout, Helmer Strik + 1 more
Computer Assisted Language Learning
Investigation of the presence of FLSA in Indonesian vocational high school students and whether web-based language learning might help to reduce speaking anxiety and the results showed that students felt less anxious when speaking in front of the ASR-based websites compared to speaking to peers or people.
ClimateCharts.net – an interactive climate analysis web platform
162 Citations 2020Laura Zepner, Pierre Karrasch, Felix Wiemann + 1 more
International Journal of Digital Earth
The conception and implementation of a web platform which uses special charts and maps for climate monitoring and analysis and enables users to generate individual historical climate charts from the beginning of the twentieth century until present day is described.
ParaCrawl: Web-Scale Acquisition of Parallel Corpora
130 Citations 2020Marta Bañón, Pinzhen Chen, Barry Haddow + 16 more
journal unavailable
Methods to create the largest publicly available parallel corpora by crawling the web, using open source software are reported on and the quality and their usefulness to create machine translation systems are evaluated.
Augmented reality in education. A scientific mapping in Web of Science
105 Citations 2020Jesús López-Belmonte, Antonio-José Moreno-Guerrero, Juan Antonio López Núñez + 1 more
Interactive Learning Environments
It is shown that research on augmented reality has focused on teaching people to use this technology effectively, in the learning environments it generates, in its educational application, and in attending to the diversity of students.
Food web transfer of plastics to an apex riverine predator
138 Citations 2020Joseph M. D’Souza, Fredric M. Windsor, David Santillo + 1 more
Global Change Biology
St steady‐state models using energetic data along with plastic concentration in prey and excreta suggest that around 200 plastic particles are ingested daily by dippers, but also excreted at rates that suggest transitory throughput.
Fields of Gold: Scraping Web Data for Marketing Insights
109 Citations 2022Johannes Boegershausen, Hannes Datta, Abhishek Borah + 1 more
Journal of Marketing
A novel methodological framework is proposed that highlights how addressing validity concerns requires the joint consideration of idiosyncratic technical and legal/ethical questions along the three stages of collecting web data: selecting data sources, designing the data collection, and extracting the data.
A web tool for the design of prime-editing guide RNAs
158 Citations 2020Ryan D. Chow, Jennifer Chen, Johanna Shen + 1 more
Nature Biomedical Engineering
PegFinder can incorporate sgRNA on-target and off-target scoring predictions into its ranking system, and nominates secondary nicking sgRNAs for increasing editing efficiency.
The HADDOCK2.4 web server for integrative modeling of biomolecular complexes
337 Citations 2024Rodrigo V. Honorato, Mikaël Trellet, Brian Jiménez‐García + 12 more
Nature Protocols
This new version of the HADDOCK web server allows structural biologists and non-experts to explore intricate macromolecular assemblies encompassing various molecule types and supports various experimental data, including mutagenesis, NMR and cryo-EM data.
Limitations of web-based rubric resources: Addressing the challenges
122 Citations 2020Michele M. Dornisch, Andrea Sabatini McLoughlin
Scholarworks (University of Massachusetts Amherst)
The purposes of this paper are to review the issues surrounding the creation of instructionally sound rubrics, to examine how those issues apply to online rubric banks and rubric generators, and to offer guidelines for how educators can use online resources to best support the creation of meaningful and effective rubrics.
COSMOS-Web: An Overview of the JWST Cosmic Origins Survey
221 Citations 2023Caitlin M. Casey, Jeyhan S. Kartaltepe, Nicole E. Drakos + 83 more
The Astrophysical Journal
Abstract We present the survey design, implementation, and outlook for COSMOS-Web, a 255 hr treasury program conducted by the James Webb Space Telescope in its first cycle of observations. COSMOS-Web is a contiguous 0.54 deg 2 NIRCam imaging survey in four filters (F115W, F150W, F277W, and F444W) that will reach 5 σ point-source depths ranging ∼27.5–28.2 mag. In parallel, we will obtain 0.19 deg 2 of MIRI imaging in one filter (F770W) reaching 5 σ point-source depths of ∼25.3–26.0 mag. COSMOS-Web will build on the rich heritage of multiwavelength observations and data products available in the...
Development and Clinical Evaluation of a Web-Based Upper Limb Home Rehabilitation System Using a Smartwatch and Machine Learning Model for Chronic Stroke Survivors: Prospective Comparative Study
214 Citations 2020Sang Hoon Chae, Yushin Kim, Kyoung-Soub Lee + 1 more
JMIR mhealth and uhealth
A home care system using a commercial smartwatch and ML model can facilitate participation in home training and improve the functional score of the WMFT and shoulder ROM of flexion and internal rotation in the treatment of patients with chronic stroke.
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
158 Citations 2022Julia Kreutzer, Isaac Caswell, Lisa Wang + 49 more
Transactions of the Association for Computational Linguistics
This work manually audit the quality of 205 language-specific corpora released with five major public datasets and recommends techniques to evaluate and improve multilingual corpora and discusses potential risks that come with low-quality data releases.
PubChem in 2021: new data content and improved web interfaces
3729 Citations 2020Sunghwan Kim, Jie Chen, Tiejun Cheng + 10 more
Nucleic Acids Research
In the past two years, PubChem made substantial improvements, including a data model change for the data objects used by these pages as well as by programmatic users, and several new services were introduced.
Web Service QoS Prediction via Collaborative Filtering: A Survey
113 Citations 2020Zibin Zheng, Xiaoli Li, Mingdong Tang + 2 more
IEEE Transactions on Services Computing
This survey summarizes and analyzes the state-of-the-art CF QoS prediction approaches of Web services and discusses their features and differences.
Proteins<i>Plus</i>: a comprehensive collection of web-based molecular modeling tools
187 Citations 2022Katrin Stierand, Konrad Diedrich, Christiane Ehrt + 7 more
Nucleic Acids Research
Upon the ever-increasing number of publicly available experimentally determined and predicted protein and nucleic acid structures, the demand for easy-to-use tools to investigate these structural models is higher than ever before. The ProteinsPlus web server (https://proteins.plus) comprises a growing collection of molecular modeling tools focusing on protein-ligand interactions. It enables quick access to structural investigations ranging from structure analytics and search methods to molecular docking. It is by now well-established in the community and constantly extended. The server gives e...
AutoMAP: Diagnose Your Microservice-based Web Applications Automatically
105 Citations 2020Meng Ma, Jingmin Xu, Yuan Wang + 3 more
journal unavailable
This work designs a novel tool, named AutoMAP, which enables dynamic generation of service correlations and automated diagnosis leveraging multiple types of metrics and achieves over 90% precision, which significantly outperforms other selected baseline methods.
Web-based fully automated cephalometric analysis by deep learning
135 Citations 2020Hannah Kim, Eungjune Shim, Jungeun Park + 5 more
Computer Methods and Programs in Biomedicine
A fully automated cephalometric analysis method using deep learning and a corresponding web-based application that can be used without high-specification hardware is developed to save time and effort for manual marking and diagnosis.
Classroom Assessment in Web-Based Instructional Environment: Instructors’ Experience
105 Citations 2020Xin Liang, Kim L. Creasy
Scholarworks (University of Massachusetts Amherst)
If one of the major roles of online instruction is to increase self-directed learning, as part of the pedagogical mechanism, web-based classroom assessment should be designed and practiced to impact learner autonomy.
Toward a Web-Based Digital Twin Thermal Power Plant
109 Citations 2021Zhongcheng Lei, Hong Zhou, Wenshan Hu + 3 more
IEEE Transactions on Industrial Informatics
The architecture, modeling, control algorithm, rule model, and physical-digital twin control are explored, and the potential functionalities of the web-based digital twin including real-time monitoring, visualization and interactions, and provided services for physical thermal plants and universities are presented.
Toward the Next Wave of Services: Linked Services for the Web of Data
142 Citations 2020Carlos Pedrinaci, John Domingue
Open Research Online (The Open University)
It is argued that the recent evolution provides the missing ingredients that will lead to a new wave of services - Linked Services - that will ultimately witness a significant uptake on a Web scale.
DECO: Liberating Web Data Using Decentralized Oracles for TLS
108 Citations 2020Fan Zhang, Deepak Maram, Harjasleen Malvai + 2 more
journal unavailable
DECO allows users to prove that a piece of data accessed via TLS came from a particular website and optionally prove statements about such data in zero-knowledge, keeping the data itself secret.