Pub Date : 2021-11-01DOI: 10.1109/ITME53901.2021.00012
Wei-Hua Liu, Ling Li
Complex q-rung orthopair fuzzy sets (Cq-ROFS) become one of the effective tools to deal with unresolved and complex information. In recent years, a variety of multi-attribute decision making(MADM) methods have been developed in the Cq-ROFS environment, such as complex intuitionistic fuzzy set (CIFS) and complex Pythagorean fuzzy sets(CPFS). Cq-ROFS is superior to CIFs and CPFS, which can describe a wider range of uncertain information spaces. Therefore, this paper studies MADM based on Cq-ROFS. However, decision making experts may have personal biases. In order to reduce the influence of individual preference on decision-making, the dependent Hamacher aggregation operators for Complex q-rung orthopair fuzzy sets(Cq-ROFDHA) are proposed based on the Hamacher operation and dependent method. The operator can improve personal bias by assigning lower weights to biased evaluations (unduly high or unduly low values) and higher weights to mid values. Firstly, the basic operation rules, score function, distance and properties of Cq-ROFDHA are described. We then applied Cq-ROFDHA to service utility decisions for online health communities. Finally, we compare it with other aggregation factors. The results show that the Cq-ROFDHA operator has the advantages of consistency and superiority.
{"title":"Dependent Hamacher Aggregation Operators for Complex q-Rung Orthopair Fuzzy Sets and Their Application","authors":"Wei-Hua Liu, Ling Li","doi":"10.1109/ITME53901.2021.00012","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00012","url":null,"abstract":"Complex q-rung orthopair fuzzy sets (Cq-ROFS) become one of the effective tools to deal with unresolved and complex information. In recent years, a variety of multi-attribute decision making(MADM) methods have been developed in the Cq-ROFS environment, such as complex intuitionistic fuzzy set (CIFS) and complex Pythagorean fuzzy sets(CPFS). Cq-ROFS is superior to CIFs and CPFS, which can describe a wider range of uncertain information spaces. Therefore, this paper studies MADM based on Cq-ROFS. However, decision making experts may have personal biases. In order to reduce the influence of individual preference on decision-making, the dependent Hamacher aggregation operators for Complex q-rung orthopair fuzzy sets(Cq-ROFDHA) are proposed based on the Hamacher operation and dependent method. The operator can improve personal bias by assigning lower weights to biased evaluations (unduly high or unduly low values) and higher weights to mid values. Firstly, the basic operation rules, score function, distance and properties of Cq-ROFDHA are described. We then applied Cq-ROFDHA to service utility decisions for online health communities. Finally, we compare it with other aggregation factors. The results show that the Cq-ROFDHA operator has the advantages of consistency and superiority.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"213 1","pages":"6-12"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76542912","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 : 2021-11-01DOI: 10.1109/itme53901.2021.00003
{"title":"[Copyright notice]","authors":"","doi":"10.1109/itme53901.2021.00003","DOIUrl":"https://doi.org/10.1109/itme53901.2021.00003","url":null,"abstract":"","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87374758","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00102
Rui Zhang, Huijian Han
In order to improve the practical teaching level of digital media specialty, this article focuses on innovation and entrepreneurship education. Starting from the practical teaching link of digital media specialty, we deeply analyzes the educational connotation of innovation and entrepreneurship ability, so as to improve the quality of professional talent training. The article proposes to build a platform for college students' innovation and entrepreneurship, driven by subject competitions and relying on open laboratories. On this basis, we fully integrate the local digital media industry, and actively carry out the reform of digital media professional practice teaching methods. At present, it has been promoted in the School of Computer Science and Technology of our university, and the pilot has achieved remarkable results.
{"title":"Driven by Subject Competitions to Cultivate College Students' Innovation and Entrepreneurship Ability","authors":"Rui Zhang, Huijian Han","doi":"10.1109/ITME53901.2021.00102","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00102","url":null,"abstract":"In order to improve the practical teaching level of digital media specialty, this article focuses on innovation and entrepreneurship education. Starting from the practical teaching link of digital media specialty, we deeply analyzes the educational connotation of innovation and entrepreneurship ability, so as to improve the quality of professional talent training. The article proposes to build a platform for college students' innovation and entrepreneurship, driven by subject competitions and relying on open laboratories. On this basis, we fully integrate the local digital media industry, and actively carry out the reform of digital media professional practice teaching methods. At present, it has been promoted in the School of Computer Science and Technology of our university, and the pilot has achieved remarkable results.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"3 1","pages":"480-484"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85038846","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00056
Ta Zhao, Caixin Fu, Gang Song, Lin Wang, Xiaotong Mu
With the increasing applications of information and communication technology in rail transit systems, the electronic and electrical devices in railway vehicles causes the serious electromagnetic interference (EMI) problem among any subsystems and devices. In this paper, an anti-EMI design scheme for railway vehicles is proposed, which can improve the anti-EMI ability of whole railway vehicles in terms of shielding, grounding, filtering and wiring. Based on Shanghai Metro Lines 4 and 6, the system implementation and testing are performed. The test results show that the proposed scheme can be effective and efficient to resolve the electromagnetic compatibility (EMC) problem.
{"title":"Anti-Electromagnetic Interference Design for Railway Vehicles in Complex Electromagnetic Environment","authors":"Ta Zhao, Caixin Fu, Gang Song, Lin Wang, Xiaotong Mu","doi":"10.1109/ITME53901.2021.00056","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00056","url":null,"abstract":"With the increasing applications of information and communication technology in rail transit systems, the electronic and electrical devices in railway vehicles causes the serious electromagnetic interference (EMI) problem among any subsystems and devices. In this paper, an anti-EMI design scheme for railway vehicles is proposed, which can improve the anti-EMI ability of whole railway vehicles in terms of shielding, grounding, filtering and wiring. Based on Shanghai Metro Lines 4 and 6, the system implementation and testing are performed. The test results show that the proposed scheme can be effective and efficient to resolve the electromagnetic compatibility (EMC) problem.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"30 1","pages":"01-05"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87752164","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00095
Shengda Lu, Xiaofa Liu, Ruiyu Li, S. Jia
Objective: To summarize the curative effect of TCM characteristic therapy on intractable hiccup. Methods: The literature database of TCM characteristic therapy for intractable hiccup was searched and classified, including traditional Chinese medicine, moxibustion therapy, cupping, bloodletting therapy, ear point bean pressing and other treatment methods. Results: The characteristic therapy of Traditional Chinese medicine, moxibustion therapy, cupping therapy, bloodletting therapy, ear point pressing bean treatment of intractable hiccup can relieve the symptoms of hiccup alone or combined, combined application can shorten the disease, reduce the patient's pain and treatment cost. Conclusion: TCM characteristic therapy is effective in treating intractable hiccup, with rapid symptom relief and low recurrence rate. Comprehensive application is better than single application.
{"title":"TraditionalChineseMedicine characteristic therapy treats obstinate hiccup","authors":"Shengda Lu, Xiaofa Liu, Ruiyu Li, S. Jia","doi":"10.1109/ITME53901.2021.00095","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00095","url":null,"abstract":"Objective: To summarize the curative effect of TCM characteristic therapy on intractable hiccup. Methods: The literature database of TCM characteristic therapy for intractable hiccup was searched and classified, including traditional Chinese medicine, moxibustion therapy, cupping, bloodletting therapy, ear point bean pressing and other treatment methods. Results: The characteristic therapy of Traditional Chinese medicine, moxibustion therapy, cupping therapy, bloodletting therapy, ear point pressing bean treatment of intractable hiccup can relieve the symptoms of hiccup alone or combined, combined application can shorten the disease, reduce the patient's pain and treatment cost. Conclusion: TCM characteristic therapy is effective in treating intractable hiccup, with rapid symptom relief and low recurrence rate. Comprehensive application is better than single application.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"67 1","pages":"446-449"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84051945","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00037
Chenghao Wang, Jin Gou, Zongwen Fan
Personalized news recommendation system aims to screen out the news that users are interested in from explosion amount of news for display. In recent years, deep learning methods have been widely used in news recommendation system. However, whether in traditional news recommendation methods or advanced deep learning models, most of them are only modeled after feature extraction of news titles or modeled after adding user preferences. There are two problems: insufficient expression of news and insufficient exploration of the implicit meaning of users, continuous behavior. Therefore, in this paper, we propose a news recommendation model based on a multi-feature sequence transformer (MFST). It first extracts multiple attributes of news and merges them together for learning unified news representation. Secondly, a powerful Transformer component is applied to process the user's historical reading behavior seq uence information to express the news in more details by strengthening the learning ability of news representation and capturing the meaning behind the user's continuous historical reading behaviors. In addition, we also attached an attention network to calculate the closeness of the clicked news to the candidate news. Experimental results based on the real-world news dataset confirmed that our proposed MFST model is effective for personalized news recommendation compared the state-of-the-art deep learning models.
{"title":"News Recommendation Based On Multi-Feature Sequence Transformer","authors":"Chenghao Wang, Jin Gou, Zongwen Fan","doi":"10.1109/ITME53901.2021.00037","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00037","url":null,"abstract":"Personalized news recommendation system aims to screen out the news that users are interested in from explosion amount of news for display. In recent years, deep learning methods have been widely used in news recommendation system. However, whether in traditional news recommendation methods or advanced deep learning models, most of them are only modeled after feature extraction of news titles or modeled after adding user preferences. There are two problems: insufficient expression of news and insufficient exploration of the implicit meaning of users, continuous behavior. Therefore, in this paper, we propose a news recommendation model based on a multi-feature sequence transformer (MFST). It first extracts multiple attributes of news and merges them together for learning unified news representation. Secondly, a powerful Transformer component is applied to process the user's historical reading behavior seq uence information to express the news in more details by strengthening the learning ability of news representation and capturing the meaning behind the user's continuous historical reading behaviors. In addition, we also attached an attention network to calculate the closeness of the clicked news to the candidate news. Experimental results based on the real-world news dataset confirmed that our proposed MFST model is effective for personalized news recommendation compared the state-of-the-art deep learning models.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"31 1","pages":"132-139"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88188978","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00055
Ta Zhao, X. Liu, Ping Sun, Ming An, Xiaotong Mu
Currently, with the rapid urbanization process in China, rail transport systems have become a good solution to the traffic jam problem. Their electromagnetic compatibility (EMC) plays an important role in the safe and reliable operation of railway vehicles. Therefore, this paper proposes an EMC vehicle-level layout scheme for railway vehicles, and designs their electrical device layout and wiring layout. Meanwhile, based on the device distribution, the railway vehicles are divided into three parts, i.e. the roof, the interior and the bottom, and their corresponding EMC partition layouts are given. Finally, taking the Shanghai Metro Line 6 as an example, the proposed EMC layout scheme is tested. The test results show that the proposed scheme can meet the requirements of EMC standards for the railway vehicles and guarantee their predefined safe and reliable operation.
{"title":"EMC Vehicle-Level Layout Design for Railway Vehicles in Complex Electromagnetic Environment","authors":"Ta Zhao, X. Liu, Ping Sun, Ming An, Xiaotong Mu","doi":"10.1109/ITME53901.2021.00055","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00055","url":null,"abstract":"Currently, with the rapid urbanization process in China, rail transport systems have become a good solution to the traffic jam problem. Their electromagnetic compatibility (EMC) plays an important role in the safe and reliable operation of railway vehicles. Therefore, this paper proposes an EMC vehicle-level layout scheme for railway vehicles, and designs their electrical device layout and wiring layout. Meanwhile, based on the device distribution, the railway vehicles are divided into three parts, i.e. the roof, the interior and the bottom, and their corresponding EMC partition layouts are given. Finally, taking the Shanghai Metro Line 6 as an example, the proposed EMC layout scheme is tested. The test results show that the proposed scheme can meet the requirements of EMC standards for the railway vehicles and guarantee their predefined safe and reliable operation.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"34 1","pages":"231-236"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85471031","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00125
Guihua Liu, Gan Wang, Jincai Wang, Yuzhong Peng
Based on investigations of the current situation of deep learning in computer basic courses in a certain medical university, the study aims to analyze the reasons of shallow learning in computer basic courses and find out the deep learning strategies. The questionnaire is designed from four dimensions: learning motivation, teaching methods, learning methods and learning effects. The results of the questionnaire show that the reasons for the lack of deep learning of computer basic courses are as follows: lack of novel content, too large class size, uneven basic level of students, only shallow learning for examinations and single evaluation method. The conclusion is introducing the teaching concept of deep learning into computer basic courses can change the teaching paradigm for the purpose of knowledge transfer and enable students to deeply participate in and effectively experience learning.
{"title":"An Analysis of the Current Situation of Computer Basic Courses in a Medical University and Its Countermeasures","authors":"Guihua Liu, Gan Wang, Jincai Wang, Yuzhong Peng","doi":"10.1109/ITME53901.2021.00125","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00125","url":null,"abstract":"Based on investigations of the current situation of deep learning in computer basic courses in a certain medical university, the study aims to analyze the reasons of shallow learning in computer basic courses and find out the deep learning strategies. The questionnaire is designed from four dimensions: learning motivation, teaching methods, learning methods and learning effects. The results of the questionnaire show that the reasons for the lack of deep learning of computer basic courses are as follows: lack of novel content, too large class size, uneven basic level of students, only shallow learning for examinations and single evaluation method. The conclusion is introducing the teaching concept of deep learning into computer basic courses can change the teaching paradigm for the purpose of knowledge transfer and enable students to deeply participate in and effectively experience learning.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"33 1","pages":"591-594"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80261534","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00017
Xiao Fu, Xinmin Song
This article focuses on the distributed state estimation problem for large-scale systems in the presence of data packet drops. The large-scale system is structured in several correlated subsystems in the physical space, and each subsystem only communicates with its neighbors. In particular, the states of different subsystems are measured by different sensors, and the sensor broadcasts measurement information to the subestimator and its neighbors through the lossy communication channel. Thus, subestimators obtain different local information in the presence of data packet drops. In this article, the distributed estimator is designed and the optimal gain is obtained under the minimum mean square error (MMSE) estimation criterion by using local information set. Finally, the effectiveness of the distributed estimator is illustrated by a simulation experiment.
{"title":"Distributed State Estimation for Large-Scale Systems in the Presence of Data Packet Drops","authors":"Xiao Fu, Xinmin Song","doi":"10.1109/ITME53901.2021.00017","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00017","url":null,"abstract":"This article focuses on the distributed state estimation problem for large-scale systems in the presence of data packet drops. The large-scale system is structured in several correlated subsystems in the physical space, and each subsystem only communicates with its neighbors. In particular, the states of different subsystems are measured by different sensors, and the sensor broadcasts measurement information to the subestimator and its neighbors through the lossy communication channel. Thus, subestimators obtain different local information in the presence of data packet drops. In this article, the distributed estimator is designed and the optimal gain is obtained under the minimum mean square error (MMSE) estimation criterion by using local information set. Finally, the effectiveness of the distributed estimator is illustrated by a simulation experiment.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"77 1","pages":"32-36"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89535060","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 : 2021-11-01DOI: 10.1109/ITME53901.2021.00066
Huang Dong-xin, Jiao Yi, Shang Zhao-Xia
In order to select more accurate cancer treatment protocol and help decision makers to choose the best plan from all cancer treatment protocol more scientifically and more quickly, a cancer treatment plan evaluation algorithm based on multi-objective system is designed in this paper. Through intelligent method it can achieve a reasonable transforming between clinical data and treatment protocol evaluation data. At the same time, Multi-objective model analysis of typical cases and simulated calculation are carried out. By comparing with the original results, the objective of rapid sorting and evaluation of cancer treatment protocol is achieved effectively.
{"title":"Selection of cancer treatment protocol evaluation based on multi-objective","authors":"Huang Dong-xin, Jiao Yi, Shang Zhao-Xia","doi":"10.1109/ITME53901.2021.00066","DOIUrl":"https://doi.org/10.1109/ITME53901.2021.00066","url":null,"abstract":"In order to select more accurate cancer treatment protocol and help decision makers to choose the best plan from all cancer treatment protocol more scientifically and more quickly, a cancer treatment plan evaluation algorithm based on multi-objective system is designed in this paper. Through intelligent method it can achieve a reasonable transforming between clinical data and treatment protocol evaluation data. At the same time, Multi-objective model analysis of typical cases and simulated calculation are carried out. By comparing with the original results, the objective of rapid sorting and evaluation of cancer treatment protocol is achieved effectively.","PeriodicalId":6774,"journal":{"name":"2021 11th International Conference on Information Technology in Medicine and Education (ITME)","volume":"79 1","pages":"287-291"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89615248","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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