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- research-articleSeptember 2024
Rank-based Hashing for Effective and Efficient Nearest Neighbor Search for Image Retrieval
- Vinicius Sato Kawai,
- Lucas Pascotti Valem,
- Alexandro Baldassin,
- Edson Borin,
- Daniel Carlos Guimarães Pedronette,
- Longin Jan Latecki
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Volume 20, Issue 10Article No.: 329, Pages 1–19https://doi.org/10.1145/3659580The large and growing amount of digital data creates a pressing need for approaches capable of indexing and retrieving multimedia content. A traditional and fundamental challenge consists of effectively and efficiently performing nearest-neighbor ...
- short-paperJuly 2024
Towards Ethical Item Ranking: A Paradigm Shift from User-Centric to Item-Centric Approaches
SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2667–2671https://doi.org/10.1145/3626772.3657977Ranking systems are instrumental in shaping user experiences by determining the relevance and order of presented items. However, current approaches, particularly those revolving around user-centric reputation scoring, raise ethical concerns associated ...
- research-articleJuly 2024
The CoExplorer Technology Probe: A Generative AI-Powered Adaptive Interface to Support Intentionality in Planning and Running Video Meetings
DIS '24: Proceedings of the 2024 ACM Designing Interactive Systems ConferencePages 1638–1657https://doi.org/10.1145/3643834.3661507Effective meetings are effortful, but traditional videoconferencing systems offer little support for reducing this effort across the meeting lifecycle. Generative AI (GenAI) has the potential to radically redefine meetings by augmenting intentional ...
- ArticleJune 2024
A Generative Artificial Intelligence Empowered Chatbot: System Usability and Student Teachers’ Experience
Generative Intelligence and Intelligent Tutoring SystemsPages 330–340https://doi.org/10.1007/978-3-031-63028-6_27AbstractGenerative Artificial Intelligence empowered conversational agents (chatbots) seem to be increasingly used in various settings including education. While student teachers are key stakeholders in supporting and improving education, not many studies ...
- Work in ProgressMay 2024
Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System
- Becky Spittle,
- Payod Panda,
- Lev Tankelevitch,
- Kori Inkpen,
- John Tang,
- Sasa Junuzovic,
- Qianqian Qi,
- Pat Sweeney,
- Andrew D Wilson,
- William A.S. Buxton,
- Abigail Sellen,
- Sean Rintel
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 82, Pages 1–12https://doi.org/10.1145/3613905.3651103Hybridge is an experimental system for exploring the design of remote inclusion for hybrid meetings. In-room users see remote participants on individual displays positioned around a table, and remotes see video feeds from the room integrated into a ...
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- Work in ProgressMay 2024
CoExplorer: Generative AI Powered 2D and 3D Adaptive Interfaces to Support Intentionality in Video Meetings
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 79, Pages 1–10https://doi.org/10.1145/3613905.3650797Current online meeting technologies lack holistic support for reducing the effort of planning and running meetings. We present CoExplorer2D and CoExplorerVR, generative AI (GenAI)-driven technology probes for exploring the significant transformative ...
- research-articleMay 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 294, Pages 1–24https://doi.org/10.1145/3613904.3642398Responsible design of AI systems is a shared goal across HCI and AI communities. Responsible AI (RAI) tools have been developed to support practitioners to identify, assess, and mitigate ethical issues during AI development. These tools take many forms (...
- research-articleApril 2024
Towards Effective and Efficient Sparse Neural Information Retrieval
ACM Transactions on Information Systems (TOIS), Volume 42, Issue 5Article No.: 116, Pages 1–46https://doi.org/10.1145/3634912Sparse representation learning based on Pre-trained Language Models has seen a growing interest in Information Retrieval. Such approaches can take advantage of the proven efficiency of inverted indexes and inherit desirable IR priors such as explicit ...
- research-articleJanuary 2024
Adversarial catoptric light: An effective, stealthy and robust physical‐world attack to DNNs
AbstractRecent studies have demonstrated that finely tuned deep neural networks (DNNs) are susceptible to adversarial attacks. Conventional physical attacks employ stickers as perturbations, achieving robust adversarial effects but compromising ...
In view of the invisibility and robustness of the existing physical attacks, the authors propose the adversarial catoptric light, which uses genetic algorithm to optimise the physical parameters of the catoptric light to perform black‐box physical ...
- research-articleApril 2024
Tobin's q and firm performance: MCDM and clustering-based approach for Indian companies
International Journal of Business Information Systems (IJBIS), Volume 45, Issue 4Pages 564–590https://doi.org/10.1504/ijbis.2024.138048Tobin's q has been interpreted as a forward looking indicator of firm performance. In this paper, we use it as a lead indicator in period t to find out its effect on firm performance in period t + 2. The conceptual framework used in the paper has Tobin's ...
- ArticleJuly 2023
Measuring the Effectiveness of U.S. Government Security Awareness Programs: A Mixed-Methods Study
AbstractThe goal of organizational security awareness programs is to positively influence employee security behaviors. However, organizations may struggle to determine program effectiveness, often relying on training policy compliance metrics (e.g., ...
- surveyJune 2023
A Survey on Cross-chain Technologies
Distributed Ledger Technologies: Research and Practice (DLT), Volume 2, Issue 2Article No.: 15, Pages 1–30https://doi.org/10.1145/3573896Blockchain has attracted more and more attention of academia, industry, and government in recent decades. Different usage demands have inspired various blockchain designs, forming different blockchain systems, which leads to information islands. Many ...
- research-articleMay 2024
Online learning effectiveness evaluation for college students based on social network data mining
International Journal of Computer Applications in Technology (IJCAT), Volume 73, Issue 4Pages 323–332https://doi.org/10.1504/ijcat.2023.138842To solve the problems of low information collection accuracy, recall and evaluation accuracy in traditional methods, an evaluation method of online learning effectiveness for college students based on social network data mining is proposed. A web crawler ...
- research-articleJanuary 2023
Research on big data personalised recommendation model based on deep reinforcement learning
International Journal of Networking and Virtual Organisations (IJNVO), Volume 28, Issue 2-4Pages 364–380https://doi.org/10.1504/ijnvo.2023.133876In order to mine the user's preference and interest from the user's historical behaviour in the big data to make a personalised recommendation, a DRR model is constructed based on deep reinforcement learning, and the performance of the DRR model is ...
- research-articleJanuary 2023
The limited usage and effect of smart phones and an online tutoring system for regular and large-scale university English teaching
International Journal of Mobile Learning and Organisation (IJMLO), Volume 17, Issue 4Pages 517–536https://doi.org/10.1504/ijmlo.2023.133768This research integrates online learning supported by students' smart phones and a tutoring system CSIEC into a university course of English as a foreign language, through one semester with 548 students and eight lecturers from 13 classes. The treatment ...
- ArticleApril 2023
The Assessment of the Effectiveness of the Development of Digital Technologies in Commercial Banks of Uzbekistan
Internet of Things, Smart Spaces, and Next Generation Networks and SystemsPages 196–207https://doi.org/10.1007/978-3-031-30258-9_17AbstractThe aim of this assessment is to assess the effectiveness of the digital development of commercial banks in Uzbekistan. To accomplish the aim of this assessment, identifying the highest ranked banks in the effectiveness of digital development in ...
- research-articleJanuary 2023
The Effectiveness of Vocabulary Acquisition for First-year University Students by using Vocabulary.com
SIET '22: Proceedings of the 7th International Conference on Sustainable Information Engineering and TechnologyPages 283–287https://doi.org/10.1145/3568231.3568277This study aims to identify whether using vocabulary.com as Computer Assisted Language Learning (CALL) is proven to be effective in terms of vocabulary acquisition and to what extent the increment of their vocabulary acquisition in a classroom setting. ...
- research-articleAugust 2022
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System
KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data MiningPages 3241–3249https://doi.org/10.1145/3534678.3539083Industrial search and recommendation systems mostly follow the classic multi-stage information retrieval paradigm: matching, pre-ranking, ranking, and re-ranking stages. To account for system efficiency, simple vector-product based models are commonly ...
- short-paperJuly 2022
On the Role of Relevance in Natural Language Processing Tasks
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 1785–1789https://doi.org/10.1145/3477495.3532034Many recent Natural Language Processing (NLP) task formulations, such as question answering and fact verification, are implemented as a two-stage cascading architecture. In the first stage an IR system retrieves "relevant'' documents containing the ...
- research-articleMarch 2022
Linking Customization Capability with CRM Technology Adoption and Strategic Alignment
Building on contingency theory and the input–process–output model, this paper investigates the relationships between customer relationship management (CRM) technology adoption, customization capability, CRM effectiveness, and strategic alignment. By ...