2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)最新文献_第9页

Identifying and Addressing Ethical Challenges in Recommender Systems 识别和解决推荐系统中的道德挑战

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904386

Evangelos Karakolis, Panagiotis Foivos Oikonomidis, D. Askounis

{"title":"Identifying and Addressing Ethical Challenges in Recommender Systems","authors":"Evangelos Karakolis, Panagiotis Foivos Oikonomidis, D. Askounis","doi":"10.1109/IISA56318.2022.9904386","DOIUrl":"https://doi.org/10.1109/IISA56318.2022.9904386","url":null,"abstract":"Simultaneously with the internet and the artificial intelligence technologies evolution, recommender systems have also evolved and their use has been established across the spectrum of digital life. All content, (information, people, objects etc.) which we process, buy or study, reaches us through a recommender system filter. After all, internet browsing would be impossible without them, since information overload would paralyze any attempt. Nevertheless, many concerning issues identified over the last few years have - with more or less certainty - been connected with the recommender systems activity. Issues of privacy, personal data, fairness and transparency, but also issues concerning personal identity and the proper functioning of society and democracy have risen. In the publication at hand, the recommender systems technology is analyzed with a focus on the different techniques and effectiveness measures employed to address the aforementioned issues. Furthermore, different problematic sides of recommender systems operations are identified and categorized, and a measure of a recommender system’s criticality is developed. Different case studies are presented, under the perspective of criticality, based on the proposed measure. Finally, a series of regulatory actions is proposed. The goal of the latter is the betterment of the systems’ function and the harmonization of their progress with social prosperity.","PeriodicalId":217519,"journal":{"name":"2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)","volume":"84 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116372685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Multi-continent descriptive analytics of hypertension, obesity, and smoking 高血压、肥胖和吸烟的多大洲描述性分析

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904337

Evgenia Psarra, Niki Ntetsika, Dimitris Apostolou

引用次数: 0

Co-designing an interactive data platform for contextualizing the role of citizens on energy and low-carbon transitions 共同设计一个交互式数据平台，将公民在能源和低碳转型中的作用置于环境中

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904405

G. Xexakis, Georgia Polutanou, Ö. Okur, E. Minkman, S. H. Antwi, J. Lieu, BinBin J. Pearce

{"title":"Co-designing an interactive data platform for contextualizing the role of citizens on energy and low-carbon transitions","authors":"G. Xexakis, Georgia Polutanou, Ö. Okur, E. Minkman, S. H. Antwi, J. Lieu, BinBin J. Pearce","doi":"10.1109/IISA56318.2022.9904405","DOIUrl":"https://doi.org/10.1109/IISA56318.2022.9904405","url":null,"abstract":"Citizens are expected to play a significant role to the current energy transition in Europe, such as through prosumerism and collective initiatives for energy efficiency. While there are many platforms for domestic energy analytics and for engaging citizens and transition stakeholders on energy topics, context-specific information is frequently lacking. This article outlines the development of an Interactive Policy Platform that aims to provide contextualized, impact-driven, and ready-to-use information on the role of citizen initiatives in the energy and low-carbon transition in Europe. Specifically, it will help researchers, policymakers, and citizens to explore different dimensions of energy citizenship, understand the decarbonization potentials of diverse clusters of citizens, and identify the conditions under which citizen-led energy initiatives are currently operating. The Platform will be co-designed together with a sample of its future users, ensuring the usability of its interface and the relevance of the provided information. Ultimately, the Platform is envisioned to help transition stakeholders understand and support initiatives related to energy citizenship around Europe, thus contributing to the EU’s promise of a just and inclusive decarbonization.","PeriodicalId":217519,"journal":{"name":"2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)","volume":"176 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124888434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

The Emerging Era Of Human-Ai Interaction: Keynote Address 人机交互的新时代:主题演讲

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904422

M. Virvou

{"title":"The Emerging Era Of Human-Ai Interaction: Keynote Address","authors":"M. Virvou","doi":"10.1109/IISA56318.2022.9904422","DOIUrl":"https://doi.org/10.1109/IISA56318.2022.9904422","url":null,"abstract":"At present, a major paradigm shift is taking place where computers are no longer solely executing human instructions but rather, they become agents with decision making capabilities through their AI empowered software. This leads to a whole emerging era of Human-AI Interaction which is increasingly affecting working and everyday lives of all people. The promise of AI is big in assisting humans through all sorts of interactive applications including smartphones, wearables, self-driving cars, smart homes, and offices, virtual assistants as well as contributing to the advancements of human achievements in science and arts. AI alleviates human cognitive overload both on the use of complex software and in difficult problem-solving situations, it provides orientation in the vast cyberspace navigation, it offers enlightening visions in huge accumulated human knowledge all through deep learning, machine learning, decision making methods, cognitive theories, fuzzy logic and more but with a degree of uncertainty and possible consequent errors in results. However, in this new kind of interaction, the human nature, capabilities, understanding, feelings, and needs remain unchanged and constitute the most important issue in the two-part dialogue, urging for more research on trustworthy and explainable AI.This paper aims to highlight important advantages and gains and discuss consequent challenges of the emerging human-AI interaction by presenting a critical overview of the state-of-the-art as well as the author’s personal point of view as to how this dialogue can acquire more explainability and trustworthiness while preserving usability.","PeriodicalId":217519,"journal":{"name":"2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116392439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Social Educational Robotics Application: Architecture and Interconnectivity 社会教育机器人应用:架构和互联性

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904372

K. Papadopoulos, Anna-Maria Velentza, Panagiota Christodoulou, Nikolaos Fachantidis

引用次数: 1

Intelligent Querying for Implementing Building Aggregation Pipelines 实现建筑聚合管道的智能查询

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904384

K. Alexakis, Panagiotis Kapsalis, Z. Mylona, Georgios Kormpakis, Evangelos Karakolis, Christos Ntanos, D. Askounis

引用次数: 0

The BD4NRG Reference Architecture for Big Data Driven Energy Applications 面向大数据驱动能源应用的BD4NRG参考架构

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904424

Katharina A. Wehrmeister, E. Bothos, Vangelis Marinakis, B. Magoutas, Alexander Pastor, Leonardo Carreras, A. Monti

引用次数: 3

Quantum Machine Learning for Photovoltaic Topology Optimization 量子机器学习用于光伏拓扑优化

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904368

Glen S. Uehara, V. Narayanaswamy, C. Tepedelenlioğlu, A. Spanias

引用次数: 5

Personalization services in art education environments: first survey results 艺术教育环境中的个性化服务:首次调查结果

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904365

D. Koukopoulos, Panagiotis Dafiotis, Stella Sylaiou, Konstantinos Koukoulis, Angeliki Antoniou, R. Vital, C. Fidas

{"title":"Personalization services in art education environments: first survey results","authors":"D. Koukopoulos, Panagiotis Dafiotis, Stella Sylaiou, Konstantinos Koukoulis, Angeliki Antoniou, R. Vital, C. Fidas","doi":"10.1109/IISA56318.2022.9904365","DOIUrl":"https://doi.org/10.1109/IISA56318.2022.9904365","url":null,"abstract":"Personalization is the main vehicle in many learning environments for the provision of enhanced services to the end-users. This paper deals with the problem of providing personalization services in an art education environment. Specifically, we are interested in assisting art teachers to initiate an art exhibition for their students, art students to create virtual exhibitions and art exhibition visitors to have immersive and interactive experiences. The results discussed here are one of the first outputs of an EU-funded research project, namely CREAMS which aims to design, develop end evaluate a framework and open-source tools based on virtual, augmented, and mixed reality for the creation of virtual exhibitions for art students. Specifically, in this paper, we present a literature review concerning eXtended Reality (XR) technologies and personalization for art education purposes. Based on the findings of the literature review, along with expert opinions, we present a system design incorporating specific personalization services. In order to emphasize the strength of the proposed personalization services in the framework, we present a set of motivating scenarios.","PeriodicalId":217519,"journal":{"name":"2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115296280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Crisis Information Dashboard System using Feedback-Based Text Classification of Typhoon-Related Tweets in the Philippines 基于反馈的菲律宾台风相关推文文本分类的危机信息仪表板系统

2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA) Pub Date : 2022-07-18 DOI: 10.1109/IISA56318.2022.9904406

Darlene Perez, Geoffrey A. Solano, Nathaniel Oco

引用次数: 0