With the continuous development of social economy and the gradual improvement of intangible culture protection system, the express train that integrates intangible culture into cultural and creative products to drive economic development has been on the highway. The integration of the two has become an important direction of traditional art protection and development in the industry and business of intangible cultural protection. From the perspective of sustainable development theory, this paper points out that the designers and developers of cultural and creative products need to take sustainable design as the core theory, organically combine the narrative of consumers with the intangible culture, and give full play to the social, cultural and commercial value of the current sustainable design theory in the visual design of intangible cultural and creative products. Taking the sustainability of ecological design and the sustainability of people-oriented design as the innovative ideas of visual design.
{"title":"Art Design of Non-Heritage Cultural and Creative Products Based on the Concept of Sustainability","authors":"Jing Li, Min Gao","doi":"10.4018/ijismd.349881","DOIUrl":"https://doi.org/10.4018/ijismd.349881","url":null,"abstract":"With the continuous development of social economy and the gradual improvement of intangible culture protection system, the express train that integrates intangible culture into cultural and creative products to drive economic development has been on the highway. The integration of the two has become an important direction of traditional art protection and development in the industry and business of intangible cultural protection. From the perspective of sustainable development theory, this paper points out that the designers and developers of cultural and creative products need to take sustainable design as the core theory, organically combine the narrative of consumers with the intangible culture, and give full play to the social, cultural and commercial value of the current sustainable design theory in the visual design of intangible cultural and creative products. Taking the sustainability of ecological design and the sustainability of people-oriented design as the innovative ideas of visual design.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":0.8,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141800604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the improvement of living standards, the demand for high-quality, personalized modern fashion has surged, which has promoted the growth of this customized clothing industry. The integration of cutting-edge technologies such as 5G, artificial intelligence and Internet of Things with traditional clothing production has pushed virtual try-on technology to the forefront of global research. This study focuses on the technical challenges of 3D clothing dynamic virtual try-on system in real life—specifically, personalized posture tracking, high-fidelity real-time interaction and cost-effectiveness—using 3D visual sensing theory, clothing simulation modeling principle and advanced tools including Unity3d and Maya. It deeply studies the key areas: collecting sensory data based on Kinect, extracting the skeletal posture characteristics of the elderly, measuring their body circumference and size, developing a 3D dynamic model of clothing with tracking control, and realizing real-time dynamic display of virtual try-on results.
{"title":"Development of Multimedia-Assisted Clothing Try-On System for Elderly Individuals","authors":"Li Liu","doi":"10.4018/ijismd.349575","DOIUrl":"https://doi.org/10.4018/ijismd.349575","url":null,"abstract":"With the improvement of living standards, the demand for high-quality, personalized modern fashion has surged, which has promoted the growth of this customized clothing industry. The integration of cutting-edge technologies such as 5G, artificial intelligence and Internet of Things with traditional clothing production has pushed virtual try-on technology to the forefront of global research. This study focuses on the technical challenges of 3D clothing dynamic virtual try-on system in real life—specifically, personalized posture tracking, high-fidelity real-time interaction and cost-effectiveness—using 3D visual sensing theory, clothing simulation modeling principle and advanced tools including Unity3d and Maya. It deeply studies the key areas: collecting sensory data based on Kinect, extracting the skeletal posture characteristics of the elderly, measuring their body circumference and size, developing a 3D dynamic model of clothing with tracking control, and realizing real-time dynamic display of virtual try-on results.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":0.8,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In the construction management, it is possible to transmit large amounts of information in real-time during manufacturing, which can aid in the organization and administration of building materials. Through sampling survey and sand table simulation, the management of building materials based on BIM (Building Information Model) is compared with the traditional management method and the management method combining BIM with wireless network communication, so as to better understand the management method for building materials. This study evaluates the purchase, storage and quality of materials during the construction stage, and the differences in material management between different technical methods at different stages of the project development. According to the results, the average inventory turnover rate of the BIM-based management approach is six times higher than that of conventional management method, while the latter is four times higher. On the other hand, combining BIM with wireless network communication can produce better effects.
{"title":"Research on Wireless Network Transmission and Building Information Model Technologies","authors":"Feng Qiao","doi":"10.4018/ijismd.347218","DOIUrl":"https://doi.org/10.4018/ijismd.347218","url":null,"abstract":"In the construction management, it is possible to transmit large amounts of information in real-time during manufacturing, which can aid in the organization and administration of building materials. Through sampling survey and sand table simulation, the management of building materials based on BIM (Building Information Model) is compared with the traditional management method and the management method combining BIM with wireless network communication, so as to better understand the management method for building materials. This study evaluates the purchase, storage and quality of materials during the construction stage, and the differences in material management between different technical methods at different stages of the project development. According to the results, the average inventory turnover rate of the BIM-based management approach is six times higher than that of conventional management method, while the latter is four times higher. On the other hand, combining BIM with wireless network communication can produce better effects.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":0.8,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141829313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This research mainly studies the construction and implementation of the content-based folk music retrieval model. Firstly, it studies the music automatic annotation method based on deep learning, and then proposes the tag conditional random field music automatic annotation method, and then constructs the music annotation depth neural network model combining a variety of music representation and attention mechanism. Finally, it analyzes the proposed folk music retrieval model the effectiveness of the cable model is verified and its performance is evaluated. The results show that in Glu module, Glu blocks had better performance in music annotation, and the music annotation results of each index in music hierarchical sequence modeling are better, which ensures the effectiveness of music annotation. Compared with other algorithms, the AUC tag score of the proposed method is the highest, which is 0.913; it can better model the mapping relationship between the audio features of music input to the text tag and has higher scores on all evaluation indicators.
{"title":"Construction and Implementation of Content-Based National Music Retrieval Model Under Deep Learning","authors":"Jing Shi, Lei Liu","doi":"10.4018/ijismd.343631","DOIUrl":"https://doi.org/10.4018/ijismd.343631","url":null,"abstract":"This research mainly studies the construction and implementation of the content-based folk music retrieval model. Firstly, it studies the music automatic annotation method based on deep learning, and then proposes the tag conditional random field music automatic annotation method, and then constructs the music annotation depth neural network model combining a variety of music representation and attention mechanism. Finally, it analyzes the proposed folk music retrieval model the effectiveness of the cable model is verified and its performance is evaluated. The results show that in Glu module, Glu blocks had better performance in music annotation, and the music annotation results of each index in music hierarchical sequence modeling are better, which ensures the effectiveness of music annotation. Compared with other algorithms, the AUC tag score of the proposed method is the highest, which is 0.913; it can better model the mapping relationship between the audio features of music input to the text tag and has higher scores on all evaluation indicators.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":1.2,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140966008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sequence diagrams define functional requirements through use cases. However, their visual form limits their usability in the later stages of the development life cycle. This work proposes a method to transform sequence diagrams into graph-based event sequence graphs, allowing the application of graph analysis methods and defining graph-based coverage criteria. This work explores these newfound abilities in two directions. The first is to use coverage criteria along with existing tests to measure their coverage levels, providing a metric of how well they address the scenarios defined in sequence diagrams. The second is to use coverage criteria to automatically generate effective and efficient acceptance test cases based on the scenarios defined in sequence diagrams. The transformation method is validated with over eighty non-trivial projects. The complete method is validated through a non-trivial example. The results show that the test cases generated with the proposed method are more effective at exposing faults and more efficient in test input size than user-generated test cases.
{"title":"Automatic Test Sequence Generation and Functional Coverage Measurement From UML Sequence Diagrams","authors":"Nazım Umut Ekici, Tugkan Tuglular","doi":"10.4018/ijismd.332865","DOIUrl":"https://doi.org/10.4018/ijismd.332865","url":null,"abstract":"Sequence diagrams define functional requirements through use cases. However, their visual form limits their usability in the later stages of the development life cycle. This work proposes a method to transform sequence diagrams into graph-based event sequence graphs, allowing the application of graph analysis methods and defining graph-based coverage criteria. This work explores these newfound abilities in two directions. The first is to use coverage criteria along with existing tests to measure their coverage levels, providing a metric of how well they address the scenarios defined in sequence diagrams. The second is to use coverage criteria to automatically generate effective and efficient acceptance test cases based on the scenarios defined in sequence diagrams. The transformation method is validated with over eighty non-trivial projects. The complete method is validated through a non-trivial example. The results show that the test cases generated with the proposed method are more effective at exposing faults and more efficient in test input size than user-generated test cases.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136234980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shi-Yao She, Fang-Fang Yuan, Jun-Ke Li, Hong-Wei Dai
Material demand forecasting has a profound impact on the supply chain and is an important prerequisite for manufacturing enterprises to produce. In order to accurately predict the material demand of enterprises, this paper proposes a material demand forecasting algorithm based on multi-dimensional feature fusion (DFMF). Secondly, in order to obtain the spatial features, the vector representation of the relevant materials of a material is obtained through the attention mechanism. Then, the authors aggregate the relevant material representation and material vector representation of materials to obtain the final material vector representation through aggregation function. Then the final material vector representation under different time scales is used as input, and the prediction value of material demand is obtained by using BP neural network. Finally, experiments show that the model can effectively obtain multi-dimensional features of materials for prediction, and the prediction results have high accuracy.
{"title":"Research on Material Demand Forecasting Algorithm Based on Multi-Dimensional Feature Fusion","authors":"Shi-Yao She, Fang-Fang Yuan, Jun-Ke Li, Hong-Wei Dai","doi":"10.4018/ijismd.330137","DOIUrl":"https://doi.org/10.4018/ijismd.330137","url":null,"abstract":"Material demand forecasting has a profound impact on the supply chain and is an important prerequisite for manufacturing enterprises to produce. In order to accurately predict the material demand of enterprises, this paper proposes a material demand forecasting algorithm based on multi-dimensional feature fusion (DFMF). Secondly, in order to obtain the spatial features, the vector representation of the relevant materials of a material is obtained through the attention mechanism. Then, the authors aggregate the relevant material representation and material vector representation of materials to obtain the final material vector representation through aggregation function. Then the final material vector representation under different time scales is used as input, and the prediction value of material demand is obtained by using BP neural network. Finally, experiments show that the model can effectively obtain multi-dimensional features of materials for prediction, and the prediction results have high accuracy.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135879339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"VORDi*: A Combined Approach for Requirements Engineering of Software as a Service","authors":"Farida Kherissi","doi":"10.4018/ijismd.288553","DOIUrl":"https://doi.org/10.4018/ijismd.288553","url":null,"abstract":"","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":1.2,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70459020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2019-04-01DOI: 10.4018/ijismd.2019040101
Samir Sellami, T. Dkaki, N. Zarour, Pierre-Jean Charrel
The web diversification into the Web of Data and social media means that companies need to gather all the necessary data to help make the best-informed market decisions. However, data providers on the web publish data in various data models and may equip it with different search capabilities, thus requiring data integration techniques to access them. This work explores the current challenges in this area, discusses the limitations of some existing integration tools, and addresses them by proposing a semantic mediator-based approach to virtually integrate enterprise data with large-scale social and linked data. The implementation of the proposed approach is a configurable middleware application and a user-friendly keyword search interface that retrieves its input from internal enterprise data combined with various SPARQL endpoints and Web APIs. An evaluation study was conducted to compare its features with recent integration approaches. The results illustrate the added value and usability of the contributed approach.
{"title":"MidSemI","authors":"Samir Sellami, T. Dkaki, N. Zarour, Pierre-Jean Charrel","doi":"10.4018/ijismd.2019040101","DOIUrl":"https://doi.org/10.4018/ijismd.2019040101","url":null,"abstract":"The web diversification into the Web of Data and social media means that companies need to gather all the necessary data to help make the best-informed market decisions. However, data providers on the web publish data in various data models and may equip it with different search capabilities, thus requiring data integration techniques to access them. This work explores the current challenges in this area, discusses the limitations of some existing integration tools, and addresses them by proposing a semantic mediator-based approach to virtually integrate enterprise data with large-scale social and linked data. The implementation of the proposed approach is a configurable middleware application and a user-friendly keyword search interface that retrieves its input from internal enterprise data combined with various SPARQL endpoints and Web APIs. An evaluation study was conducted to compare its features with recent integration approaches. The results illustrate the added value and usability of the contributed approach.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":1.2,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84488204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-10-01DOI: 10.4018/IJISMD.2018100105
Cerene Mariam Abraham, M. Elayidom, T. Santhanakrishnan
Studies have shown that requirement defects are among the major sources of failure constituting 32.65%. It is one of the overlooked aspects in requirements engineering and is generally considered as a potential problem that can affect the projects in a negative way. The main objective of this article is to propose a risk-based effort estimation technique that identifies, analyzes, and classifies risk at requirement engineering phase to restrain them from propagating to the later stages of the project lifecycle. This article extends the scope by integrating both threats and opportunities and their further classification based on extensive requirement analysis. The validation of the proposed approach was conducted on successfully delivered real project data. A survey is also conducted as a part of qualitative analysis for analyzing the applicability of the proposed approach. The results of the proposed method are promising and strongly support findings of literature stating that the effort needed to fix issues at a later stage in project lifecycle are costly as compared to early stages.
{"title":"Towards Risk Based Effort Estimation","authors":"Cerene Mariam Abraham, M. Elayidom, T. Santhanakrishnan","doi":"10.4018/IJISMD.2018100105","DOIUrl":"https://doi.org/10.4018/IJISMD.2018100105","url":null,"abstract":"Studies have shown that requirement defects are among the major sources of failure constituting 32.65%. It is one of the overlooked aspects in requirements engineering and is generally considered as a potential problem that can affect the projects in a negative way. The main objective of this article is to propose a risk-based effort estimation technique that identifies, analyzes, and classifies risk at requirement engineering phase to restrain them from propagating to the later stages of the project lifecycle. This article extends the scope by integrating both threats and opportunities and their further classification based on extensive requirement analysis. The validation of the proposed approach was conducted on successfully delivered real project data. A survey is also conducted as a part of qualitative analysis for analyzing the applicability of the proposed approach. The results of the proposed method are promising and strongly support findings of literature stating that the effort needed to fix issues at a later stage in project lifecycle are costly as compared to early stages.","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":1.2,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46924417","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2018-04-01DOI: 10.4018/IJISMD.2018040103
Boukhedouma Saida, Alimazighi Zaia
{"title":"An Approach Based on Hierarchical Petri Nets for the Verification of Interconnected BPEL Processes","authors":"Boukhedouma Saida, Alimazighi Zaia","doi":"10.4018/IJISMD.2018040103","DOIUrl":"https://doi.org/10.4018/IJISMD.2018040103","url":null,"abstract":"","PeriodicalId":42831,"journal":{"name":"International Journal of Information System Modeling and Design","volume":null,"pages":null},"PeriodicalIF":1.2,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90977360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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