IIVRS: an Intelligent Image and Video Rating System to Provide Scenario-Based Content for Different Users

IF 1 4区 计算机科学 Q3 COMPUTER SCIENCE, CYBERNETICS Interacting with Computers Pub Date : 2024-07-22 DOI:10.1093/iwc/iwae034
Rui Kang, Pei-Luen Patrick Rau
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Abstract

Voice Intelligent Assistants provide users with new ways of human-computer interaction. With built-in screens, Voice Intelligent Assistants can display images and videos upon users’ requests. Even though images and videos present information in a lively manner, they might also contain overwhelming harmful contents. Due to the lack of effective evaluation mechanisms, it is difficult to prevent the propagation of harmful contents while ensuring the dissemination of compliant visual contents. This research defined a standardized set of classification criteria to identify and classify harmful visual contents. Then, Intelligent Image and Video Rating System, a prototype rating system that implemented the classification criteria was designed and developed. This research further evaluated and verified the reliability and efficiency of the prototype. The prototype system demonstrated additional advantages in swiftly classifying new hazardous contents, and in differentiating the multiple meanings of the same object in different contexts.
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IIVRS:为不同用户提供基于场景内容的智能图像和视频分级系统
语音智能助理为用户提供了新的人机交互方式。语音智能助手内置屏幕,可以根据用户的要求显示图像和视频。尽管图片和视频以生动活泼的方式呈现信息,但也可能包含令人防不胜防的有害内容。由于缺乏有效的评估机制,很难在确保传播合规视觉内容的同时防止有害内容的传播。本研究定义了一套标准化的分类标准,用于识别和分类有害视觉内容。然后,设计并开发了智能图像和视频分级系统,这是一个实施分类标准的分级系统原型。这项研究进一步评估和验证了原型系统的可靠性和效率。原型系统在快速对新的有害内容进行分类,以及区分同一对象在不同语境中的多重含义方面表现出了更多优势。
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来源期刊
Interacting with Computers
Interacting with Computers 工程技术-计算机:控制论
CiteScore
2.70
自引率
0.00%
发文量
12
审稿时长
>12 weeks
期刊介绍: Interacting with Computers: The Interdisciplinary Journal of Human-Computer Interaction, is an official publication of BCS, The Chartered Institute for IT and the Interaction Specialist Group . Interacting with Computers (IwC) was launched in 1987 by interaction to provide access to the results of research in the field of Human-Computer Interaction (HCI) - an increasingly crucial discipline within the Computer, Information, and Design Sciences. Now one of the most highly rated journals in the field, IwC has a strong and growing Impact Factor, and a high ranking and excellent indices (h-index, SNIP, SJR).
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