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检索条件"任意字段=7th International and Interdisciplinary Conference on Modeling and Using Context"

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Prospects of Digitalization of the Animal Husbandry Process in the context of the Digital Economy: Economic-Mathematical modeling of the Problem of Feed Ration and Programming in Python 7

Prospects of Digitalization of the Animal Husbandry Process ...

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7th international conference on Future Networks and Distributed Systems, ICFNDS 2023

作者： Rakhimberdiev, Kuvonchbek Boldireva, Saglara Adilchaev, Rustem Nazarbaev, O. Utemuratov, R. Ishnazarov, Akram Department Of Mathematical Methods In Economics Tashkent State University Of Economics Tashkent Uzbekistan Department Of Management Kalmyk State University Russia Department Of Economic Karakalpak State University Uzbekistan Department Of Algorithmization And Programming Technologies Karakalpak State University Uzbekistan

ISBN: (纸本)9798400709036

For the application of economic and mathematical methods in practical activities in modern conditions, material, scientific and personnel prerequisites have been created. their use makes it possible to carry out complex and very time-consuming calculations that were previously impossible. the article considers economic and mathematical methods, features of their application in agricultural organizations. Taking into account the production and technological parameters, the conditions of a particular agricultural organization, a model was developed and a methodology for solving the problem of optimizing the feed ration of farm animals was developed, including four groups of restrictions: on the balance of nutrients;by dry matter content;by the content of trace elements and vitamins;by the specific weight of food groups in the diet. the target function is the minimum cost of the daily ration. the introduction of an optimal diet will significantly reduce the cost of feed, and, consequently, the cost of production. We also algorithmize the issue of feed ration for livestock using economic mathematical modeling. Let's write the program code using the Python programming language using the built-in algorithm. © 2023 ACM.

关键词： Agriculture

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What can we learn from MOOC: A sentiment analysis, n-gram, and topic modeling approach 7

What can we learn from MOOC: A sentiment analysis, n-gram, a...

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7th IEEE international conference on Information Technology and Digital Applications, ICITDA 2022

作者： Dillan, Timothy Fudholi, Dhomas Hatta Universitas Islam Indonesia Departement of Informatics Yogyakarta Indonesia

ISBN: (数字)9781665461368

ISBN: (纸本)9781665461368

the rapid change in the demands of the industry has become a phenomenon that has a widespread impact on the higher education landscape. Numerous research has been done to explain what institutions can do to overcome this phenomena. Generally, an institution's internal efforts and government regulations are seen as solutions from past literature. However, the influence of public opinion on one's choices is relatively large;and the emergence of MOOCs, a rising alternative, has not been seen as a serious threat to higher education institutions. there is a lack of research that has analyzed the public perception of MOOC, systematically, in a longitudinal manner with topic modelling on MOOC. this article attempts to analyze public opinion on MOOC, in both the global and Indonesian (local) context, using pretrained RoBERTa deep learning models to discover sentiment trends, and n-gram analysis, as well as topic modeling with LDA to discover themes, in order to Figure out lessons that can be learned from MOOC. It was discovered that besides a neutral sentiment, the sentiment of public opinion in both the international and local context is mainly positive. through topic modeling, five and three main themes were discovered in the international and local context, respectively, which shows how MOOC has revolutionized the education landscape by creating a more practical, freely accessible, and highly personalized learning experience, to which higher education institutions can learn from. © 2022 IEEE.

关键词： Sentiment analysis

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contextual Mathematical modeling using the Formation of a Capital Size Control Algorithm in the Music Industry 7

Contextual Mathematical Modeling Using the Formation of a Ca...

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7th international conference on Future Networks and Distributed Systems, ICFNDS 2023

作者： Rodionov, Dmitriy Eshov, Mansur Smirnova, Irina Isroilov, Bokhodir Kryzhko, Darya Konnikov, Evgenii Peter The Great St.Petersburg Polytechnic University Polytechnicheskaya 29 St.Petersburg195251 Russia Tashkent State University Of Economics Islam Karimov street 49 Tashkent100066 Uzbekistan

ISBN: (纸本)9798400709036

Today's volumes of information streams allow to mathematize a wide spectrum of processes and regularities, which qualitatively improves the possibilities of data analysis, prediction and planning. A mathematical model of an object of study, which has reached a satisfactory level of confidence in a particular situation, is a flexible tool in the hands of a knowledgeable analyst, providing, first and foremost, information about the relationships in the considered system. the understanding of situational relationships - within the framework of a limited model and system - is an effective means of control. thus, a person possessing information can not only evaluate their expectations - making the most productive choices - but also transform influencing factors, exerting an appropriate influence on them, in order to achieve a targeted change in an specific index that requires adjustments. the algorithms for such modeling, descriptive analysis, and the process of forming conclusions are considered in this study on the example of the change in the volume of private capital in the music industry. the personal capital of popular musical artists is described in the context of its existence in the socio-economic environment of the music industry, which is mathematically estimated by the genre, quantitative composition of musical works, musical activity duration, number of streaming (estimated by a well-known entertainment-information edition that is relevant to the described environment), the number of Grammys awarded, and the number of nominations for this prestigious award, as well as the fact that the artist is included in the number of living or deceased. © 2023 ACM.

关键词： Music

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An Energy Aware VLSI Framework for ECG Features Extraction for Wearable Devices in Healthcare 7

An Energy Aware VLSI Framework for ECG Features Extraction f...

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7th international conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2023

作者： Kundra, Danish Chitkara University Institute of Engineering and Technology Chitkara University Centre for Interdisciplinary Research in Business and Technology Punjab India

ISBN: (纸本)9798350341485

Patients in distant places and those who have just had surgery may benefit significantly from long-term heart monitoring and evaluation made possible by advances in wireless technology. A few variables extracted from a wavelet framework might be used as a rough approximation of the Electrocardiogram (ECG) signals. Because of this, a compressive sensing method for ECG signal compression may be proposed and explored. the ECG shows that there is an overlap among cardiac pulses. this repetition suggests substantial shared physiologic guidance among successive pulse rates. In this study, hybridized form of curvelet transform and rapid integration of independent component analysis (HCTRI-ICA) is proposed to extract the features of the ECG signals. To demonstrate the effectiveness of the proposed framework, the study employs the measures of compression ratio (CR), percentage root mean difference (PRD), mean square error (MSE), and peak signal-to-noise ratio (PSNR) to identify ECG signals. the concepts of parallelism and pipelining may form the basis of a design optimized for maximum throughput and performance. the methodology for determining the curvelet coefficients is straightforward and utilizes a cascading structure. By dividing the Read-only memory (ROM) database, the required amount of storage space can be reduced. Verilog HDL is used to simulate the design's specifications and functionality. Virtex-II Pro FPGA is employed with resource-conserving modeling and synthesizing techniques. © 2023 IEEE.

关键词： Electrocardiograms

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Semantic Scene Builder: Towards a context Sensitive Text-to-3D Scene Framework 14th

Semantic Scene Builder: Towards a Context Sensitive Text-to-...

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14th international conference on Digital Human modeling and Applications in Health, Safety, Ergonomics and Risk Management (DHM) Held as Part of the 25th international conference on Human-Computer Interaction (HCII)

作者： Henlein, Alexander Kett, Attila Baumartz, Daniel Abrami, Giuseppe Mehler, Alexander Bastian, Johannes Blecher, Yannic Budgenhagen, David Christof, Roman Ewald, Tim-Oliver Fauerbach, Tim Masny, Patrick Mende, Julian Schnuere, Paul Viel, Marc Goethe Univ Frankfurt Germany

ISBN: (纸本)9783031357473;9783031357480

We introduce Semantic Scene Builder (SESB), a VR-based text-to-3D scene framework using SemAF (Semantic Annotation Framework) as a scheme for annotating discourse structures. SESB integrates a variety of tools and resources by using SemAF and UIMA as a unified data structure to generate 3D scenes from textual descriptions. Based on VR, SESB allows its users to change annotations through body movements instead of symbolic manipulations: from annotations in texts to corrections in editing steps to adjustments in generated scenes, all this is done by grabbing and moving objects. We evaluate SESB in comparison with a state-of-the-art open source text-to-scene method (the only one which is publicly available) and find that our approach not only performs better, but also allows for modeling a greater variety of scenes.

关键词： Text-to-3D Scene Generation Semantic Annotation Framework Virtual Reality

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An Emotion Guidance Decision-Making Model Based on Dialogue context 23

An Emotion Guidance Decision-Making Model Based on Dialogue ...

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23rd IEEE international conference on High Performance Computing and Communications, 7th IEEE international conference on Data Science and Systems, 19th IEEE international conference on Smart City and 7th IEEE international conference on Dependability in Sensor, Cloud and Big Data Systems and Applications, HPCC-DSS-SmartCity-DependSys 2021

作者： Ma, Zhiqiang Jia, Wenchao Du, Baoxiang Wang, Chunyu College of Data Science and Application Inner Mongolia University of Technology Hohhot China

ISBN: (纸本)9781665494571

Emotional dialogues are mainly for small chats, companionship, emotional comfort and other scenarios. In most scenarios, we hope to guide the user's emotions in a positive direction in the dialogue. However, the lack of appropriate emotion guidance mechanisms may lead to unexpected emotions in dialogue response, which may hurt the user's feelings and reduce the user's willingness to chat. Current dialogue models have achieved great empirical success in emotional expression and controllability of responses, but there is not yet an effort in user emotion guidance decision-making. In this paper, inspired by time-series models and the dynamic characteristics of emotional changes in dialogue, we propose an emotion guidance decision-making model with an emotion guidance decision-making cell to decide a proper emotion for the current response according to the specified sentiment. Experimental results of automatic and human evaluations demonstrate that the proposed emotion guidance decision-making model can effectively decide the emotions that are consistent with the target sentiment. © 2021 IEEE.

关键词： Smart cities Decision making Controllability context modeling

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Refining Baby Cry Classification using Data Augmentation (Time-Stretching and Pitch-Shifting), MFCC Feature Extraction, and LSTM modeling 7

Refining Baby Cry Classification using Data Augmentation (Ti...

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7th international conference on New Media Studies, CONMEDIA 2023

作者： Bella, Vinka Sanjaya, Samuel Ady Universitas Multimedia Nusantara Faculty of Technology and Informatics Tangerang Indonesia

ISBN: (纸本)9798350307504

Babies, in their early developmental stages, are unable to communicate their needs through language. When they seek to convey discomfort or express their needs, they primarily resort to crying. the dataset in this research contains 497 sounds of baby cries that are divided into 5 categories: hungry, belly pain, discomfort, burping, and tired. In this context, this paper proposes an innovative approach to address this challenge by employing Long Short-Term Memory (LSTM) networks in combination with Mel-Frequency Cepstral Coefficients (MFCC) as feature extraction for the baby cries analysis. the study focuses on developing a model capable of discerning the underlying messages within a baby's cry by leveraging the acoustic characteristics of the cry and the temporal dependencies inherent in the data. Apart from combining MFCC and LSTM, we also add two data augmentations specifically time stretching and pitch shifting to improve model performance. After the data has been successfully augmented, we extract MFCC features from recorded cry samples, and these features are used as input data for the LSTM neural network. the LSTM Model is created with 12 hidden layers and 30 epochs to run. the combination of data augmentation using time-stretch and pitch-shifting resulted in 96% accuracy on validation results, compared to only 72% accuracy on non-augmented data. the model with augmented data also has resulted in better loss which indicates the model is trained better using from larger dataset. In conclusion, it can be said that the combination of data augmentation and feature extraction has a significant impact on a model's ability to learn. © 2023 IEEE.

关键词： Long short-term memory

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A Comprehensive Literature Review on Constructed Wetlands: Design, Function, and modeling Approaches 9

A Comprehensive Literature Review on Constructed Wetlands: D...

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9th international Engineering, Sciences and Technology conference, IESTEC 2024

作者： Apolayo, Susana Deago, Euclides MSc.Recursos Hídricos Universidad Tecnológica de Panamá Facultad de Ingenieria Civil Ciudad de Panamá Panama Hidráulicas e Hidrotécnicas Universidad Tecnológica de Panamá Centro de Investigaciones Ciudad de Panamá Panama

ISBN: (纸本)9798350377156

this article presents a comprehensive review of constructed wetlands (CWs), examining their design principles, operational functions, and modeling approaches within the context of wastewater treatment. Originating from the natural wetland systems utilized by ancient civilizations, CWs have evolved as effective, sustainable, and cost-efficient solutions for treating diverse wastewater types. the review methodology involved a thorough literature analysis using databases such as ScienceDirect, SpringerLink, and Scopus, with Mendeley Desktop © software employed for systematic archiving and organization of relevant studies. the overview section details the classification of CWs into surface and subsurface flow types, emphasizing their design considerations, including hydraulic load, pollutant removal mechanisms, and the role of vegetation. Advances in CWs modeling are discussed, highlighting the shift from simplistic empirical models to more complex mechanistic and AI-driven approaches that better capture the intricacies of CWs processes. Despite significant progress, challenges remain, particularly in integrating holistic models and addressing data limitations. the review concludes that ongoing innovation and interdisciplinary research are essential for optimizing CW performance and enhancing their role in sustainable water management. this synthesis of current knowledge aims to inform future research directions and improve the practical application of CWs in various environmental and operational contexts.

关键词： Wetlands

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modeling Satisfaction and Loyalty of Metro Commuters in Bengaluru, India using SEM 7th

Modeling Satisfaction and Loyalty of Metro Commuters in Beng...

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7th international conference of Transportation Research Group of India, CTRG 2023

作者： Verma, Meghna Das, Ann Department of Marketing and IB Ramaiah Institute of Management Bengaluru India Postgraduate in Transportation Engineering Ramaiah University of Applied Sciences Bengaluru India

ISBN: (纸本)9789819610365

the Bengaluru Metro, also known as Namma Metro, plays a crucial role in the transportation infrastructure of Bengaluru, India. the success and sustainability of the Bengaluru Metro significantly depend on its commuters’ satisfaction and loyalty. therefore, integration of these two latent variables into the metro transportation system is crucial for enhancing ridership and ensuring that satisfied commuters become loyal advocates who actively promote metro transit. Nevertheless, there is a glaring deficiency of these satisfaction and loyalty models in the literature in the context of Indian metro systems, given the fact that most of the Indian metro systems are relatively new to the country’s transportation. this paucity of information has led this study to focus on assessing the satisfaction and loyalty intention of Bengaluru metro users by analyzing their perceptions of the service quality rendered in the metro by employing the structural equation modeling approach. through a structured questionnaire, 700 metro users’ responses were collected by random sampling method. the findings extract four factors, such as Smooth Transition (ST), Amenities (AMT), Service Availability (SA), and Anxiety (ANX), with amenities and service availability being the most influential factor. Factor anxiety is having a detrimental impact on user satisfaction and loyalty. the developed model provides insight into the perception of metro users and provides useful information that can aid government institutions, Bangalore Metro Rail Corporation Limited (BMRCL), and other transit agencies to postulate policies and implement strategies. this empirical relationship, based on various factors extracted, can be tested for other metro systems in India. © the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.

关键词： Rapid transit

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Strategy practices to respond to organizational challenges with the lens of strategic design and strategy-as-practice 42

Strategy practices to respond to organizational challenges w...

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42nd international conference on Conceptual modeling: ER Forum, 7th Symposium on Conceptual modeling Education, SCME 2023, Project Exhibitions, Posters and Demos, and Doctoral Consortium, ER-Companion 2023

作者： Torquato, Paulo CESAR School Cais do Apolo 77 CEP Recife-PE50030-220 Brazil

context: Organizations are trying to navigate turbulent waters facing difficulties to deal with such a complex, dynamic, networked, hyper connected and highly technologically disruptive environment. Many of the earlier research strategy assumptions are now irrelevant, and no longer seem to respond to the complexity, unpredictability, scope, scale, and speed of changes in the business environment. the research problem consists of the companies’ difficulty in dealing with their challenges in this new environment, based on their current strategy practices. Goal: the research aims to design a framework with guidelines, from a conceptual modeling approach, to help medium-sized Brazilian companies established in the international trade ecosystem, to improve strategy practices, by focusing on facilitate alignment and engagement to respond to their challenges with the lens of strategic design and strategy-as-practice. Methodology: Design science research (DSR) with cross-sectional time horizon, and mixed methods for data collection and analysis within a pragmatic approach. the primary evaluation method will be action research. Prototype evaluation will be performed using the Strateegia, a platform focused on asynchronous communication that assumes design as a strategic tool. Potential Contributions: It is expected to contribute to the academic and practitioner communities, further investigating the phenomena, and helping those companies to improve their strategy practices to respond to their challenges in this new complex environment. © 2023 CEUR-WS. All rights reserved.

关键词： complex environment conceptual modeling Strategic design strategy-as-practice

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