Proceedings of the 2022 5th International Conference on Software Engineering and Information Management最新文献_第4页

Development of Real-Time Hand Gesture for Volume Control Application using Python on Raspberry Pi 在树莓派上使用Python开发实时手势音量控制应用程序

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management Pub Date : 2022-01-21 DOI: 10.1145/3520084.3520085

P. Netinant, Yannakorn Tuaktao, Meennapa Rukhiran

引用次数: 1

Dementia Detection Using Language Models and Transfer Learning 使用语言模型和迁移学习来检测痴呆症

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management Pub Date : 2022-01-21 DOI: 10.1145/3520084.3520108

Mondher Bouazizi, Chuheng Zheng, T. Ohtsuki

{"title":"Dementia Detection Using Language Models and Transfer Learning","authors":"Mondher Bouazizi, Chuheng Zheng, T. Ohtsuki","doi":"10.1145/3520084.3520108","DOIUrl":"https://doi.org/10.1145/3520084.3520108","url":null,"abstract":"Over the last years, more and more attention has been given by the researchers towards dementia diagnosis using computational approaches applied on speech samples given by dementia patients. With the progress in the field of Deep Learning (DL) and Natural Language Processing (NLP), techniques of text classification using these techniques that are derived from fields such as sentiment analysis have been applied for dementia detection. However, despite the relative success in these techniques, the two tasks (i.e., sentiment analysis and dementia detection) have major differences, leading us to believe that adjustments need to be made to make the detection more accurate. In the current paper, we use transfer learning applied on a common language model. Unlike conventional work, where the text is stripped from stop words, we address the idea of exploiting the stop words themselves, as they embed non-context related information that could help identify dementia. For this sake, we prepare 3 different models: a model processing only context words, a model stop words with patterns of part-of-speech sequences, and a model including both. Through experiments, we show that both grammar and vocabulary contribute equally to the classification: the first model reaches an accuracy equal to 70.00%, the second model reaches an accuracy equal to 76.15%, and the third model reaches an accuracy equal to 81.54%.","PeriodicalId":444957,"journal":{"name":"Proceedings of the 2022 5th International Conference on Software Engineering and Information Management","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121931358","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

Analysis and Implementation of Presenter Layer on MVC Architecture iOS Application Development∗ MVC架构下呈现层的分析与实现

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management Pub Date : 2022-01-21 DOI: 10.1145/3520084.3520097

Agus Adi Pranata, N. Selviandro, M. Adrian

{"title":"Analysis and Implementation of Presenter Layer on MVC Architecture iOS Application Development∗","authors":"Agus Adi Pranata, N. Selviandro, M. Adrian","doi":"10.1145/3520084.3520097","DOIUrl":"https://doi.org/10.1145/3520084.3520097","url":null,"abstract":"Architectural pattern is the one of the most important parts in the development of a well-structured software, in this case, the code should be maintainable, readable, traceable, and modifiable. There are several architectural patterns that are available to be used by the developers. One of the most widely used is MVC (Model View Controller). The MVC pattern is also widely adopted in the development of applications in the iOS platform. However, according to the literature, the implementation of the MVC pattern violates the SOLID principles especially Single Responsibility Principle (SRP) - in this case of the implementation of the controller layer. In this paper, we propose the modification of the MVC architectural pattern in iOS application development in order to comply to the SOLID principle and reducing complexity of a particular module (layer). A comparative study was conducted by using a tool called coherent-swift (using LCOM4 as a method of measuring cohesion) to compare the level of cohesion as a measure of SRP. The result of the study shows that the modified MVC get a better cohesion level rather than the original one.","PeriodicalId":444957,"journal":{"name":"Proceedings of the 2022 5th International Conference on Software Engineering and Information Management","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127461902","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

The Consumer Deviation Index: A Method for Identifying Changing Behaviors and Market Opportunities 消费者偏差指数:一种识别变化行为和市场机会的方法

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management Pub Date : 2022-01-21 DOI: 10.1145/3520084.3520118

Jolie M. Martin, Fen Zhao, Jaden Hou

引用次数: 0

The Covid 19 Pandemic and its Effects on Agile Software Development Covid - 19大流行及其对敏捷软件开发的影响

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management Pub Date : 2022-01-21 DOI: 10.1145/3520084.3520093

M. Neumann, Yevgen Bogdanov, Senol Sager

引用次数: 2

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management 2022年第五届软件工程与信息管理国际会议论文集

Proceedings of the 2022 5th International Conference on Software Engineering and Information Management Pub Date : 1900-01-01 DOI: 10.1145/3520084

引用次数: 0