The model of possible Web data retrieval

Bryniarska, Anna

doi:10.1109/cybconf.2015.7175958

Cited by 4 publications

(2 citation statements)

References 6 publications

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“…The main challenge for upcoming research will be the adaptation and profiling of the proposed architecture to specific use cases of new workplaces. Further improvements and advancements will include, inter alia: centralized AI engine for numerous domain-restricted agents [107], distributed implementation for the centralized AI engine [108], load optimization for the distributed engine [109][110][111][112], integration of interactive artificial agents (including co-bots), and possibly a better data representation model created using information retrieval logic and a specified description language [113,114] instead of a static database of facts and relations. An alternative approach would be to follow the mainstream of current AI research and to implement a GPT-3-based chatbot [115]; however, this approach either needs reasonable funding or will generate a general model not suitable for domain-specific professional uses.…”

Section: Future Workmentioning

confidence: 99%

Implementation of a Hybrid Intelligence System Enabling the Effectiveness Assessment of Interaction Channels Use in HMI

Gardecki

Rut

Klin

et al. 2023

Sensors

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The article presents a novel idea of Interaction Quality Sensor (IQS), introduced in the complete solution of Hybrid INTelligence (HINT) architecture for intelligent control systems. The proposed system is designed to use and prioritize multiple information channels (speech, images, videos) in order to optimize the information flow efficiency of interaction in HMI systems. The proposed architecture is implemented and validated in a real-world application of training unskilled workers—new employees (with lower competencies and/or a language barrier). With the help of the HINT system, the man–machine communication information channels are deliberately chosen based on IQS readouts to enable an untrained, inexperienced, foreign employee candidate to become a good worker, while not requiring the presence of either an interpreter or an expert during training. The proposed implementation is in line with the labor market trend, which displays significant fluctuations. The HINT system is designed to activate human resources and support organizations/enterprises in the effective assimilation of employees to the tasks performed on the production assembly line. The market need of solving this noticeable problem was caused by a large migration of employees within (and between) enterprises. The research results presented in the work show significant benefits of the methods used, while supporting multilingualism and optimizing the preselection of information channels.

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Section: Future Workmentioning

confidence: 99%

Implementation of a Hybrid Intelligence System Enabling the Effectiveness Assessment of Interaction Channels Use in HMI

Gardecki

Rut

Klin

et al. 2023

Sensors

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“…Occurrences of instances with some attribute, occurrence of attributes, subjects with this attribute, concepts, roles and assertions are described in attributive language AL. Basic syntax and semantic of AL language are formulated in the paper [1], and the generalized construction of this language is presented in papers [4], [5], [6], [7], [8], [9].…”

Section: Proceedings Of the Fedcsis Leipzig 2019mentioning

confidence: 99%

Information granule system induced by a perceptual system

Bryniarska

2019

Proceedings of the 2019 Federated Conference on Computer Science and Information Systems

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Knowledge represented in the semantic network, especially in the Semantic Web, can be expressed in attributive language AL. Expressions of this language are interpreted in different theories of information granules: set theory, probability theory, possible data sets in the evidence systems, shadowed sets, fuzzy sets or rough sets. In order to unify the interpretations of expressions for different theories, it is assumed that expressions of the AL language can be interpreted in a chosen relational system called a granule system. In this paper, it is proposed to use information granule database and it is also demonstrated that this database can be induced by the measurement system of the adequacy of information retrieval, called a perceptual system. It can simplify previous formal description of the information granule system significantly. This paper also shows some examples of inducing rough and fuzzy granule databases by some perceptual systems.

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Rough Search of Vague Knowledge

Bryniarski

Bryniarska

2017

Thriving Rough Sets

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The model of possible Web data retrieval

Cited by 4 publications

References 6 publications

Implementation of a Hybrid Intelligence System Enabling the Effectiveness Assessment of Interaction Channels Use in HMI

Implementation of a Hybrid Intelligence System Enabling the Effectiveness Assessment of Interaction Channels Use in HMI

Information granule system induced by a perceptual system

Rough Search of Vague Knowledge

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