Listar 2021 fecha de publicación 

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Mostrando ítems 1-20 de 83

    • No App is an Island: Collective Action and Sustainable Development Goal-Sensitive Design 

      Pitt, Steph; van Meelis Lacey, Marlína; Scaife, Ed; Pitt, Jeremy (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 

      Philipp, Tobias; Roland, Valentin; Schweizer, Lukas (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 ...

    • An Application of Declarative Languages in Distributed Architectures: ASP and DALI Microservices 

      Costantini, Stefania; De Gasperis, Giovanni; De Lauretis, Lorenzo (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 ...

    • Towards Multi-perspective Conformance Checking with Fuzzy Sets 

      Zhang, Sicui; Genga, Laura; Yan, Hui; Nie, Hongchao; Lu, Xudong; Kaymak, Uzay (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 ...

    • Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing 

      Song, Hao; Flach, Peter (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, ...

    • Assessing Lexical-Semantic Regularities in Portuguese Word Embeddings 

      Gonçalo Oliveira, Hugo; Sousa, Tiago; Alves, Ana (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 ...

    • Neural Scoring of Logical Inferences from Data using Feedback 

      Susaiyah, Allmin; Härmä, Aki; Reiter, Ehud; Petković, Milan (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 ...

    • The Semantics of History. Interdisciplinary Categories and Methods for Digital Historical Research 

      Travé Allepuz, Esther; del Fresno Bernal, Pablo; Mauri Martí, Alfred; Medina Gordo, Sonia (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 ...

    • Improving Asynchronous Interview Interaction with Follow-up Question Generation 

      Rao S B, Pooja; Agnihotri, Manish; Babu Jayagopi, Dinesh (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 ...

    • Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models 

      Hernàndez-Carnerero, Àlvar; Sànchez-Marrè, Miquel; Mora-Jiménez, Inmaculada; Soguero-Ruiz, Cristina; Martínez-Agüero, Sergio; Álvarez-Rodríguez, Joaquín (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 ...

    • Achieving Fair Inference Using Error-Prone Outcomes 

      Boeschoten, Laura; van Kesteren, Erik-Jan; Bagheri, Ayoub; Oberski, Daniel L. (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 ...

    • Attesting Digital Discrimination Using Norms 

      Criado, Natalia; Ferrer, Xavier; Such, José M. (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 ...

    • Artificial Canaries: Early Warning Signs for Anticipatory and Democratic Governance of AI 

      Zoe Cremer, Carla; Whittlestone, Jess (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 ...

    • Editor's Note 

      Alonso-Betanzos, Amparo; Cabalar, Pedro; Dimuro, Gracaliz P.; García, Marcos; Hernández-Orallo, José; Hervás, Raquel; Manjarés, Ángeles; Martínez-Plumed, Fernado; Mora-Jiménez, Inmaculada; Sànchez-Marrè, Miquel (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 ...

    • Does a presentation Media Influence the Evaluation of Consumer Products? A Comparative Study to Evaluate Virtual Reality, Virtual Reality with Passive Haptics and a Real Setting 

      Galán, Julia; García-García, Carlos; Felip, Francisco; Contero, Manuel (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      Technologies based on image offer a high potential to present consumers with products by focusing on their visual characteristics, but lack the capacity to physically interact with an object, which can compromise how ...

    • Your Teammate Just Sent You a New Message! The Effects of Using Telegram on Individual Acquisition of Teamwork Competence 

      Conde, Miguel Á.; Rodríguez-Sedano, Francisco J.; Hernández-García, Ángel; Gutiérrez-Fernández, Alexis; Guerrero-Higueras, Ángel M. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      Students’ acquisition of teamwork competence has become a priority for educational institutions. The development of teamwork competence in education generally relies in project-based learning methodologies and challenges. ...

    • A Word Embedding Based Approach for Focused Web Crawling Using the Recurrent Neural Network 

      Dhanith, P. R. Joe; Surendiran, B.; Raja, S. P. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      Learning-based focused crawlers download relevant uniform resource locators (URLs) from the web for a specific topic. Several studies have used the term frequency-inverse document frequency (TF-IDF) weighted cosine vector ...

    • The Application of Artificial Intelligence in Project Management Research: A Review 

      Gil, Jesús; Martínez Torres, Javier; González-Crespo, Rubén (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      The field of artificial intelligence is currently experiencing relentless growth, with innumerable models emerging in the research and development phases across various fields, including science, finance, and engineering. ...

    • Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks 

      Arronte Alvarez, Aitor; Gómez, Francisco (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      Motivic pattern classification from music audio recordings is a challenging task. More so in the case of a cappella flamenco cantes, characterized by complex melodic variations, pitch instability, timbre changes, extreme ...

    • Machine Learning Classifier Approach with Gaussian Process, Ensemble boosted Trees, SVM, and Linear Regression for 5G Signal Coverage Mapping 

      Gupta, Akansha; Ghanshala, Kamal; Joshi, R. C. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      This article offers a thorough analysis of the machine learning classifiers approaches for the collected Received Signal Strength Indicator (RSSI) samples which can be applied in predicting propagation loss, used for network ...