Listar vol. 6, nº 5, march 2021 por licencia "openAccess"
Mostrando ítems 1-14 de 14
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Achieving Fair Inference Using Error-Prone Outcomes
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Recently, an increasing amount of research has focused on methods to assess and account for fairness criteria when predicting ground truth targets in supervised learning. However, recent literature has shown that prediction ... -
An Application of Declarative Languages in Distributed Architectures: ASP and DALI Microservices
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)In this paper we introduce an approach to the possible adoption of Answer Set Programming (ASP) for the definition of microservices, which are a successful abstraction for designing distributed applications as suites of ... -
Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)One threatening medical problem for human beings is the increasing antimicrobial resistance of some microorganisms. This problem is especially difficult in Intensive Care Units (ICUs) of hospitals due to the vulnerable ... -
Artificial Canaries: Early Warning Signs for Anticipatory and Democratic Governance of AI
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)We propose a method for identifying early warning signs of transformative progress in artificial intelligence (AI), and discuss how these can support the anticipatory and democratic governance of AI. We call these early ... -
Assessing Lexical-Semantic Regularities in Portuguese Word Embeddings
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Models of word embeddings are often assessed when solving syntactic and semantic analogies. Among the latter, we are interested in relations that one would find in lexical-semantic knowledge bases like WordNet, also covered ... -
Attesting Digital Discrimination Using Norms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)More and more decisions are delegated to Machine Learning (ML) and automatic decision systems recently. Despite initial misconceptions considering these systems unbiased and fair, recent cases such as racist algorithms ... -
Editor's Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Artificial Intelligence has become nowadays one of the main relevant technologies that is driven us to a new revolution, a change in society, just as well as other human inventions, such as navigation, steam machines, or ... -
Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Progress in predictive machine learning is typically measured on the basis of performance comparisons on benchmark datasets. Traditionally these kinds of empirical evaluation are carried out on large numbers of datasets, ... -
Improving Asynchronous Interview Interaction with Follow-up Question Generation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)The user experience of an asynchronous video interview system, conventionally is not reciprocal or conversational. Interview applicants expect that, like a typical face-to-face interview, they are innate and coherent. We ... -
Neural Scoring of Logical Inferences from Data using Feedback
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Insights derived from wearable sensors in smartwatches or sleep trackers can help users in approaching their healthy lifestyle goals. These insights should indicate significant inferences from user behaviour and their ... -
No App is an Island: Collective Action and Sustainable Development Goal-Sensitive Design
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)The transformation to the Digital Society presents a challenge to engineer ever more complex socio-technical systems in order to address wicked societal problems. Therefore, it is essential that these systems should be ... -
Smoke Test Planning using Answer Set Programming
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Smoke testing is an important method to increase stability and reliability of hardware- gramming, Testing depending systems. Due to concurrent access to the same physical resource and the impracticality of the use of ... -
The Semantics of History. Interdisciplinary Categories and Methods for Digital Historical Research
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)This paper aims at introducing and discussing the data modelling and labelling methods for interdisciplinary and digital research in History developed and used by the authors. Our approach suggests the development of a ... -
Towards Multi-perspective Conformance Checking with Fuzzy Sets
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)Nowadays organizations often need to employ data-driven techniques to audit their business processes and ensure they comply with laws and internal/external regulations. Failing in complying with the expected process behavior ...
