Towards Information Flows in Recognition and Prediction Tasks with Internet of Things
This paper describes the possibilities of communication through information flows in the tasks of recognition and prediction using the example of assessing the change in the state of defects in materials.In the context of communication between several elements of the system, an important part is the...
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| Format: | Article |
| Language: | English |
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Altezoro s.r.o. (Slovak Republic) and Publishing Center "Dialog" (Ukraine)
2024-01-01
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| Series: | Traektoriâ Nauki |
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| Online Access: | https://pathofscience.org/index.php/ps/article/view/2971 |
| _version_ | 1797193536876052480 |
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| author | Roman Mysiuk |
| author_facet | Roman Mysiuk |
| author_sort | Roman Mysiuk |
| collection | DOAJ |
| description | This paper describes the possibilities of communication through information flows in the tasks of recognition and prediction using the example of assessing the change in the state of defects in materials.In the context of communication between several elements of the system, an important part is the formation of effective information flows and optimal messages. In this context, the grouping of information according to the principle of informativeness is proposed, using the example of the problem of recognition and further forecasting.Information transfer with the Internet of Things involves exchange over wireless networks and network protocols.In the paper, it is proposed to use the segmented area of the recognized object and use it to check the forecast. The paper proposes to use the segmented region of the recognized object in the image and use it to check the prediction. In addition, sensor data can be used to test defect classification. This design of information flows can improve performance. |
| first_indexed | 2024-04-24T05:41:57Z |
| format | Article |
| id | doaj.art-c59660e3b02b4603b33138069033857a |
| institution | Directory Open Access Journal |
| issn | 2413-9009 |
| language | English |
| last_indexed | 2024-04-24T05:41:57Z |
| publishDate | 2024-01-01 |
| publisher | Altezoro s.r.o. (Slovak Republic) and Publishing Center "Dialog" (Ukraine) |
| record_format | Article |
| series | Traektoriâ Nauki |
| spelling | doaj.art-c59660e3b02b4603b33138069033857a2024-04-23T20:14:32ZengAltezoro s.r.o. (Slovak Republic) and Publishing Center "Dialog" (Ukraine)Traektoriâ Nauki2413-90092024-01-011011001100410.22178/pos.100-101110Towards Information Flows in Recognition and Prediction Tasks with Internet of ThingsRoman Mysiuk0Ivan Franko National University of LvivThis paper describes the possibilities of communication through information flows in the tasks of recognition and prediction using the example of assessing the change in the state of defects in materials.In the context of communication between several elements of the system, an important part is the formation of effective information flows and optimal messages. In this context, the grouping of information according to the principle of informativeness is proposed, using the example of the problem of recognition and further forecasting.Information transfer with the Internet of Things involves exchange over wireless networks and network protocols.In the paper, it is proposed to use the segmented area of the recognized object and use it to check the forecast. The paper proposes to use the segmented region of the recognized object in the image and use it to check the prediction. In addition, sensor data can be used to test defect classification. This design of information flows can improve performance.https://pathofscience.org/index.php/ps/article/view/2971information flowobject recognitionpredictive analysisinternet of thingsinformation technology. |
| spellingShingle | Roman Mysiuk Towards Information Flows in Recognition and Prediction Tasks with Internet of Things Traektoriâ Nauki information flow object recognition predictive analysis internet of things information technology. |
| title | Towards Information Flows in Recognition and Prediction Tasks with Internet of Things |
| title_full | Towards Information Flows in Recognition and Prediction Tasks with Internet of Things |
| title_fullStr | Towards Information Flows in Recognition and Prediction Tasks with Internet of Things |
| title_full_unstemmed | Towards Information Flows in Recognition and Prediction Tasks with Internet of Things |
| title_short | Towards Information Flows in Recognition and Prediction Tasks with Internet of Things |
| title_sort | towards information flows in recognition and prediction tasks with internet of things |
| topic | information flow object recognition predictive analysis internet of things information technology. |
| url | https://pathofscience.org/index.php/ps/article/view/2971 |
| work_keys_str_mv | AT romanmysiuk towardsinformationflowsinrecognitionandpredictiontaskswithinternetofthings |