2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )最新文献_第4页

Study of Contactless Finger-Vein Identification System 非接触式指静脉识别系统的研究

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983581

Chih-Hsien Hsia, Hong-Jyun Wang, Zihua Yang

引用次数: 0

A Novel and Efficient Global Maximum Power Extracting Algorithm for Rapidly Varying and Partial Shading Conditions 快速变化和部分遮阳条件下一种新的高效全局最大功率提取算法

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983599

S. Wang, Song-Pei Ye, Yi-Hua Liu

引用次数: 1

Deep Learning-Based Named Entity Recognition and Knowledge Graph for Accidents of Commercial Bank 基于深度学习的商业银行事故命名实体识别与知识图谱

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983563

Wenhao Kang, C. Cheung

{"title":"Deep Learning-Based Named Entity Recognition and Knowledge Graph for Accidents of Commercial Bank","authors":"Wenhao Kang, C. Cheung","doi":"10.1109/ICKII55100.2022.9983563","DOIUrl":"https://doi.org/10.1109/ICKII55100.2022.9983563","url":null,"abstract":"With the diversified development of business, the construction of the banking system has become increasingly complex, which is prone to accidents. Since system accidents are the result of the combined action of various risk factors, accident management requires comprehensive knowledge support. Although bank accident management has accumulated a large amount of data, there is still a lack of effective solutions to obtain the required knowledge from big data quickly and accurately when faced with a specific accident. To solve the above problems, we developed bank accident management from the perspective of knowledge support to introduce relevant methods and technologies in the field of artificial intelligence. Then, accident management based on named entity recognition and knowledge graph can be developed. The entity annotation corpus in banking accidents is constructed. For the context of each bank accident, key information (four types of entities: time, accident name, loss amount, and reason) is automatically extracted by the BERT-BiLSTM-CRF model. Various entities and relational knowledge elements in the knowledge graph are retained in the graph database Neo4j to form a knowledge graph in the field of banking accidents. We provide important references for the bank's accident analysis, cause investigation, resource allocation, and management decision-making.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125030105","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}

引用次数: 1

Influence of Sound Direction and Distance on Immersive Experience in VR Gaming 声音方向和距离对VR游戏沉浸式体验的影响

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983604

M. Huang, Chien-Wen Cheng

引用次数: 0

IoT Platform for Distance Contest During COVID-19 Pandemic COVID-19大流行期间远程竞赛物联网平台

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983562

Tsu-En Hsueh, Min-Xiou Chen, Wei-Che Chien

{"title":"IoT Platform for Distance Contest During COVID-19 Pandemic","authors":"Tsu-En Hsueh, Min-Xiou Chen, Wei-Che Chien","doi":"10.1109/ICKII55100.2022.9983562","DOIUrl":"https://doi.org/10.1109/ICKII55100.2022.9983562","url":null,"abstract":"Under the influence of the epidemic, many meetings or works have been changed to remote, and lots of competitions have been postponed or even suspended. Nowadays, few platforms replace physical competition in distance. Therefore, we provide and implement a platform for tug-of-war using strandbeest, enabling contestants from two places apart to compete at the same or different times. We create the strandbeest tug-of-war platform via the development board, database system, and backend logic. The uniqueness of the mac address of the development board and the current time of the round filter the strandbeests’ tension data and take the arithmetic average. After both contestants finish the round, the system compares the score of each contestant. The arithmetic average of the filtered tension data from the strandbeest is made to decide who the winner is. The maximum number of tension data is shown to be read and sent to the database at different times and the change before and after the round. Even if the pandemic slows down in the future, people can compete with this platform, especially contestants from different cities or countries, since it beats the constraint of distance.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123134643","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}

引用次数: 0

Automatic Anomaly Mark Detection on Fabric Production Video by Artificial Intelligence Techniques 基于人工智能技术的织物生产视频异常标记自动检测

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983584

Nantachaporn Rueangsuwan, Nathapat Jariyapongsgul, Chien-Chang Chen, Cheng-Shian Lin, S. Ruengittinun, Chalothon Chootong

{"title":"Automatic Anomaly Mark Detection on Fabric Production Video by Artificial Intelligence Techniques","authors":"Nantachaporn Rueangsuwan, Nathapat Jariyapongsgul, Chien-Chang Chen, Cheng-Shian Lin, S. Ruengittinun, Chalothon Chootong","doi":"10.1109/ICKII55100.2022.9983584","DOIUrl":"https://doi.org/10.1109/ICKII55100.2022.9983584","url":null,"abstract":"In the previous era, humans played important roles in all aspects of industrial work. However, they indisputably made many errors that can be mitigated by automated manufacturing, thus revealing the importance of the latter. In this paper, an autoencoder-based fabric-defect detection method via video is presented. The fabric-production video is segmented using frames to produce images, and then a VGG16-based autoencoder is applied to reconstruct the original image. In the proposed scheme, each fabric-production image is normalized to 256 x 256 pixels, which provided excellent results compared with using various margin sizes in our experiments. We used the structural similarity index (SSIM), which measures similarity when checking whether image regions are normal or defective. Moreover, a masking algorithm is utilized to improve detection accuracy. Based on our experiments, we found that 0.5 is an appropriate value for setting the SSIM threshold as it produced the best detection performance with a defect detection accuracy of ~99%.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132617583","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}

引用次数: 1

Feasibility Study of Using Hybrid Artificial Intelligence Architecture for Recognizing Execution Styles of Players in Tennis Match 利用混合人工智能架构识别网球比赛中运动员执行风格的可行性研究

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983570

Shu-Kai Liang, J. Chiang, Kerwin Wang

引用次数: 0

(n, n) XOR-based Visual Multi-secrets Sharing Scheme with Meaningful Shares (n, n)基于xor的有意义共享的可视化多秘密共享方案

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983574

Sheng-Yao Huang, An-hui Lo, J. Juan

{"title":"(n, n) XOR-based Visual Multi-secrets Sharing Scheme with Meaningful Shares","authors":"Sheng-Yao Huang, An-hui Lo, J. Juan","doi":"10.1109/ICKII55100.2022.9983574","DOIUrl":"https://doi.org/10.1109/ICKII55100.2022.9983574","url":null,"abstract":"Due to the rise of the Internet and the development of digital technology, lifestyles have become rich and diverse. People are also used to transmitting important information over the Internet. With the popularity of the Internet, the methods of cybercrime are constantly innovating, becoming common and complex, and information security is under increasing threat. Naor and Shamir put up the fundamental design for visual cryptography (VC) in 1994. When the secret image is restored without relying on any complicated equipment, it is only necessary to stack those shares, and the secret image can be observed through human vision. Since then, scholars have started to research visual cryptography (VC). One of the recent advancements in visual cryptography, XOR-based VC addresses the issue of OR-based VC's poor image quality of the restored image through recent hardware cost reductions. After all n shares are collected, the restoration operation is performed by the XOR operation, so that the restored image has higher visual quality. In this study, we propose an XOR-based VCS that encrypts multiple secret images at the same time and makes each share meaningful separately so that its protection is improved. Encrypting by XOR operation makes the restored image with high visual quality. According to theoretical analysis and experimental findings, the approach is safe and efficient. The proposed VCS has better capabilities than earlier approaches.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127479479","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}

引用次数: 0

Anti-Pigeon Device to Drive Away Feral Pigeons from Windowsills Considering Positive Punishment Strategy 基于正惩罚策略的窗台防鸽装置

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983597

Shih-Miao Huang, Wu-Jeng Li

{"title":"Anti-Pigeon Device to Drive Away Feral Pigeons from Windowsills Considering Positive Punishment Strategy","authors":"Shih-Miao Huang, Wu-Jeng Li","doi":"10.1109/ICKII55100.2022.9983597","DOIUrl":"https://doi.org/10.1109/ICKII55100.2022.9983597","url":null,"abstract":"We adopted a positive punishment strategy to develop an anti-pigeon device, called APD to resolve the pitfalls of current off-the-shelf devices. The feral pigeon memorizes the unpleasure experience when encountering the APD, resulting in deterring and keeping it away effectively. The APD is a flat device installed on windowsills, not blocking high-floor views. The function mechanism of APD is the same as the electric mosquito swatter. It includes an ultrasonic sensor, a relay, a microcontroller platform, two 3V-button batteries, a MicroSD adapter, an SD card, a 9V PPP battery, a set of circuits, and a set of electric nets. The circuit set includes an oscillation circuit, a transformer, and a voltage multiplier. When the ultrasonic sensor detects a pigeon approaching the APD, the controller directly counts and records them into the SD card. Immediately, the relay initiates the circuits to raise the transient voltage to 1.5kv. Subsequently, the pigeon touches the nets and experiences an electric shock. Once the pigeon leaves, the relay immediately turns off the set of the circuit. The APD was tested in real environments to verify its effectiveness. The result demonstrated that no feral pigeons approached or stayed on the windowsill in the seven-day observation, and the windowsill was still clean without pigeon excrement. The positive punishment strategy operated well in keeping the nuisance pigeons away.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126568867","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}

引用次数: 1

A Topic Modeling for ALICE'S Log Messages using Latent Dirichlet Allocation 基于潜在Dirichlet分配的ALICE日志消息主题建模

2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII ) Pub Date : 2022-07-22 DOI: 10.1109/ICKII55100.2022.9983522

Pattapon Prayurahong, P. Phunchongharn, V. C. Barroso

{"title":"A Topic Modeling for ALICE'S Log Messages using Latent Dirichlet Allocation","authors":"Pattapon Prayurahong, P. Phunchongharn, V. C. Barroso","doi":"10.1109/ICKII55100.2022.9983522","DOIUrl":"https://doi.org/10.1109/ICKII55100.2022.9983522","url":null,"abstract":"In modern-day software where digital technology is everywhere, the system can generate a massive amount of log messages every second. Like other data, a log can provide insight and depth knowledge of the system given enough resources and time. However, not all systems have an organized log system, and an unorganized log is messy and difficult to navigate. There are many challenging points for organizing the log messages. As the amount of log data generated is massive, it is impossible to be handled by human labor alone. A log message is not regular human communication. To thoroughly understand the content inside the log, assistance from specialists of that particular system is required. These problems exist everywhere, and there is no exception even for high-performance computing systems like those used in the ALICE experiment at CERN. In this paper, we propose a topic modeling for ALICE’s log messages using the Latent Dirichlet Allocation algorithm. The objective is to convert the messy log messages into categorized ones. We handled the log messages and preprocessed them using Bag of Word. Then we performed hyperparameter-tuning to find the suitable number of topics using topic coherence as an evaluated measurement. Additionally, we also applied the same method to the log dataset of HDFS, to ensure the valid ability of the model. Finally, the outputs were then handed to CERN domain experts to give the final evaluation. From the result, we could create a practical topic modeling framework for ALICE’s log messages in a real scenario.","PeriodicalId":352222,"journal":{"name":"2022 IEEE 5th International Conference on Knowledge Innovation and Invention (ICKII )","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114514667","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}

引用次数: 0