2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)最新文献_第3页

Recovering Shape and Size from a Single Endoscope Image using Optimization 利用优化从单个内窥镜图像中恢复形状和大小

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00073

Y. Iwahori, Shun Emoto, Kenji Funahashi, M. Bhuyan, Aili Wang, K. Kasugai

引用次数: 1

A Preliminary Prototype Application of Adaptive Drawing Practice Support with Style-based Advice on a Creative Process Analysis 基于风格建议的自适应绘画实践支持在创作过程分析中的初步原型应用

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00143

Yushin Jinno, Naoki Fukuta

引用次数: 0

Composition of Musical Piece Suited to Natural Sound by Interactive GA using User’s EEG as Fitness 以用户脑电图为适应度的交互式遗传算法合成适合自然声音的乐曲

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/iiaiaai55812.2022.00118

Haroran Gan, M. Fukumoto

引用次数: 0

A System for Generating Student Progress Reports in Cram School 在补习班中产生学生进度报告的系统

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00019

Shumpei Kobashi, Tsunenori Mine

{"title":"A System for Generating Student Progress Reports in Cram School","authors":"Shumpei Kobashi, Tsunenori Mine","doi":"10.1109/IIAIAAI55812.2022.00019","DOIUrl":"https://doi.org/10.1109/IIAIAAI55812.2022.00019","url":null,"abstract":"In many cram schools, instructors write reports on students’ progress after each class. The generation of these reports is a heavy burden for instructors, and there is a need to reduce this burden. Therefore, in this paper, we propose a system that automatically generates a student learning status reports. Students’ learning status is often evaluated from several specific items, and rule-based sentence generation can be considered for those items. However, since viewpoints other than the specific items are often incorporated into the report document, a keyword-based sentence generation function is required to incorporate expressions that are difficult to be generated by the rule-base methods. Here we consider two keyword-based methods: the Sequence-to-Sequence-based method, which learns the correspondence between keywords and sentences, and the Information Retrieval-based method, which directly retrieves and reuses past reports. In this paper, we compare and evaluate the two methods and implement the model with better performance into our report generation system. We evaluated the two methods based on actual data of about 200,000 reports written by instructors, and confirmed that the Seq2Seq-based model with Attention had the best performance, and was able to generate more accurate sentences by learning positive and negative expressions separately.","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133242758","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

Collocation Extraction Method Using Mutual Information Contents 基于互信息内容的搭配抽取方法

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00134

Iori Fukumura, Sanggyu Shin

引用次数: 0

Improved Response Generation Consistency in Multiturn Dialog 改进了多回合对话框中响应生成的一致性

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00088

Takamune Onishi, Sakuei Onishi, Hiromitsu Shiina

引用次数: 0

for Comparing Accuracy of Time-Series Forecasting Methods 比较时间序列预测方法的精度

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/iiaiaai55812.2022.00136

Junichi Sekitani, Harumi Murakami

引用次数: 0

Blockchain for supply chain traceability: a survey 供应链可追溯性的区块链:调查

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00102

Anusorn Chaikaew, S. Osiriphun, E. Boonchieng

引用次数: 1

A Support System for Programming Exercises Using Test-first Approach 使用测试优先方法的编程练习支持系统

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00044

Kana Suetake, Takafumi Tanaka

引用次数: 1

Identifying Top-k Peaks Using an Extended Particle Swarm Optimization Algorithm with Re-diversification Mechanism 基于再多样化机制的扩展粒子群算法识别Top-k峰

2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI) Pub Date : 2022-07-01 DOI: 10.1109/IIAIAAI55812.2022.00079

Stephen Raharja, T. Sugawara

{"title":"Identifying Top-k Peaks Using an Extended Particle Swarm Optimization Algorithm with Re-diversification Mechanism","authors":"Stephen Raharja, T. Sugawara","doi":"10.1109/IIAIAAI55812.2022.00079","DOIUrl":"https://doi.org/10.1109/IIAIAAI55812.2022.00079","url":null,"abstract":"We propose a modified particle swarm optimization (PSO) algorithm to identify multiple optima (top-k peaks) in descending order, rather than just a single optimum value. With advances in computer technology and robotics, autonomous machines are used in applications such as search and rescue after a disaster. Survivors typically have only a limited amount of time to live, so finding them and directing rescuers to them are both time-critical. One way of rescuing more survivors more quickly is to deploy a number of aerial drones in advance and, after the disaster, use them to scan the area and identify the locations where survivors are most likely to be found. Thus, we first model such a situation by using mixture bivariate normal distributions with randomized means and identify individual drones as particle agents. Then, we propose top-k PSO, which an extension of the conventional Clerk-Kennedy PSO algorithm, to locate the top k peaks efficiently with high probability by remembering a list of global optima and introducing a strategy to increase the diversity in swarms to improve exploration. We conducted extensive experiments to evaluate top-k PSO by comparing its results with those produced by the baseline methods, canonical PSO, Clerk-Kennedy PSO, and NichePSO. Our experimental results indicate that the proposed PSO can find multiple peaks with higher probabilities than the baseline methods in various environments.","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115257292","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