2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)最新文献

A Systematic Literature Review on Machine Learning for Automated Requirements Classification 机器学习用于自动需求分类的系统文献综述

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00014

J. M. Pérez-Verdejo, Á. Sánchez-García, J. O. Ocharán-Hernández

{"title":"A Systematic Literature Review on Machine Learning for Automated Requirements Classification","authors":"J. M. Pérez-Verdejo, Á. Sánchez-García, J. O. Ocharán-Hernández","doi":"10.1109/CONISOFT50191.2020.00014","DOIUrl":"https://doi.org/10.1109/CONISOFT50191.2020.00014","url":null,"abstract":"The development of quality software begins with the correct identification of the system needs. These requirements represent the basis of the subsequent activities in the software life cycle. The correct identification of these requirements in their different categories impacts on the actions taken to meet them. However, this classification can be often time-consuming or error-prone when it comes to large-scale systems, so different proposals have been made to assist in this process automatically. This systematic literature review identifies those applications of Machine Learning techniques in the classification of software requirements. In this regard, 13 articles were identified, from which relevant information on the applied algorithms, their training process, and their evaluation metrics are analyzed. From the results obtained, it is identified that the most recurrent classification algorithms featured on the identified studies are Naive Bayes, Decision Trees, and Natural Language Processing algorithms. The most frequent training datasets are academic databases and collected user reviews.","PeriodicalId":294992,"journal":{"name":"2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117191460","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: 6

Proposed framework for employing cognitive process for resolving programming problems for novice programmers 为新手程序员提出了一个使用认知过程来解决编程问题的框架

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00036

Carlos Enríquez Ramírez, Mariza Raluy Herrero, Luz María Vega Sosa

引用次数: 1

Consensus Mechanisms in Distributed Ledgers for the Protection of Confidential Data: A Multivocal Literature Review 分布式账本中保护机密数据的共识机制:多语种文献综述

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00032

Renato Vargas-Gómez, J. C. Pérez-Arriaga, J. O. Ocharán-Hernández, Á. Sánchez-García

{"title":"Consensus Mechanisms in Distributed Ledgers for the Protection of Confidential Data: A Multivocal Literature Review","authors":"Renato Vargas-Gómez, J. C. Pérez-Arriaga, J. O. Ocharán-Hernández, Á. Sánchez-García","doi":"10.1109/CONISOFT50191.2020.00032","DOIUrl":"https://doi.org/10.1109/CONISOFT50191.2020.00032","url":null,"abstract":"Distributed Ledger Technologies (DLT) open new opportunities for data protection since they bring decentralization and sovereignty over the ownership of data. On the practical side, implementations of this technology are limited. Due to its novelty, the fundamentals for their design and development are still emerging. An essential feature of DLT is the consensus mechanism, which is used so that the members of the DLT network validate and append data to the ledger. The design decision of which mechanism to use will significantly impact the functionality of the system. Therefore, it is a decision that cannot be taken lightly. Software engineers, developers, and other practitioners in the field can use the knowledge and understanding of the implementations that already exist to help with these decisions. This paper presents the results of a multivocal literature review carried out to identify the consensus mechanisms used in DLT for the protection of confidential data. Twenty-seven studies were selected; in those studies, twenty-one different consensus mechanisms were identified. The review showcases the mechanisms that have been identified and their contexts, alongside a discussion of their relevance and characteristics.","PeriodicalId":294992,"journal":{"name":"2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115868302","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

Helping organizations manage the innovation process to join the Cognitive era 帮助组织管理创新过程，进入认知时代

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00012

Karla Olmos-Sánchez, Jorge Rodas-Osollo

{"title":"Helping organizations manage the innovation process to join the Cognitive era","authors":"Karla Olmos-Sánchez, Jorge Rodas-Osollo","doi":"10.1109/CONISOFT50191.2020.00012","DOIUrl":"https://doi.org/10.1109/CONISOFT50191.2020.00012","url":null,"abstract":"Introduction. Organizations are currently facing the need of incorporating solutions in cognitive computing and artificial intelligence to remind competitive. This new way on working based on evolutionary solutions promotes an innovation endless cycle that opens up new business growth opportunities. However, developing viable cognitive solutions requires establishing the cognitive foundations that will prevent these solutions from getting meaningless results.Purpose. To help organizations to join the cognitive age, especially those whose processes are not fully in the digital age.Approach. To use the Knowledge Management on a Systematic process for Requirements Engineering (KMoS-REload), in order to orchestrate a cognitive innovation endless cycle.Findings. KMoS-REload process was used in a freight company that needed to update its monitoring and routes management system. The results of this real application case give evidence of the usability of this process to identify the singular necessities of the organization in order to streamline their innovation processes through the gradual incorporation of cognitive solutions based on unified cognitive foundations.Originality. The innovation from a cognitive point of view, in its conception, in the use of intelligent applications and in the proposal of a process based on knowledge to carry it out.","PeriodicalId":294992,"journal":{"name":"2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132980008","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: 2

Formal Verification of a Database Management System 数据库管理系统的正式验证

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00024

Diego Medina-Martínez, E. Bárcenas, G. Molero-Castillo, A. Velázquez-Mena, Rocío Aldeco-Pérez

引用次数: 0

Literature Based Modeling Learning: An Imaginative Assignment to Learn Software Modeling 基于文献的建模学习:学习软件建模的一个富有想象力的任务

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00035

H. G. Pérez-González, Alberto S. Núñez-Varela, F. Martínez-Pérez, Sandra Nava Muñoz, C. Guerra-García, R. Juárez-Ramírez

引用次数: 1

An Application Programming Interface for a Brain-Computer Interface using two NeuroSky MindWave devices 使用两个NeuroSky脑波设备的脑机接口的应用程序编程接口

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00029

A. Ramírez‐Noriega, Yobani Martínez-Ramírez, S. Jiménez, Elizabeth Gaxiola Carrillo, José Emilio Sánchez García

{"title":"An Application Programming Interface for a Brain-Computer Interface using two NeuroSky MindWave devices","authors":"A. Ramírez‐Noriega, Yobani Martínez-Ramírez, S. Jiménez, Elizabeth Gaxiola Carrillo, José Emilio Sánchez García","doi":"10.1109/CONISOFT50191.2020.00029","DOIUrl":"https://doi.org/10.1109/CONISOFT50191.2020.00029","url":null,"abstract":"Neurosky MindWave headsets offer the possibility of using them in various software developments such as a Brain-Computer Interface. However, these factory headsets only allow one connection for each device. This avoids the possibility of developing applications where two users each have to interact with their headset to the same computer at the same moment in time. Considering this aspect, the present investigation develops an Application Programming Interface (API) for a Brain-Computer Interface through the use of two Mindwave Neurosky headsets at the same time. The research designed and implemented a two-person attention game to test the operation of the two headsets. The results of the experiment were satisfactory since the API did not generate conflicts during the connection of both headsets, in addition the usability level of the application was cataloged by the users with 92.67 SUS points. In this way, the API allows applications to be developed that receive signals from two diadems.","PeriodicalId":294992,"journal":{"name":"2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128293901","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

Local Organizing Committee 地方组委会

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/conisoft50191.2020.00007

M. Vandelli, F. Forni, E. Marcolini, B. Ruozi, G. Tosi

引用次数: 0

A Tool for Reducing Implementation Defects for Requirements based on Large Decision Tables Towards a Semantic Gap Reduction 一种减少基于大决策表的需求实现缺陷的工具

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00019

Ricardo Tlamatini Olvera Ochoa, Gerardo Padilla Zarate

{"title":"A Tool for Reducing Implementation Defects for Requirements based on Large Decision Tables Towards a Semantic Gap Reduction","authors":"Ricardo Tlamatini Olvera Ochoa, Gerardo Padilla Zarate","doi":"10.1109/CONISOFT50191.2020.00019","DOIUrl":"https://doi.org/10.1109/CONISOFT50191.2020.00019","url":null,"abstract":"The growth and complexity of Information Systems demands tools and methodologies aiming to reduce the time for development as well as to improve the quality of such systems. The use of business rules to model the behavior of information systems is an adopted technique in software engineering. Business rules are described using multiple techniques such as Decision Tables. A Decision Table is a tabular representation combining conditions and responses. Empirical industrial experience showed that the existence of defects associated to the bad understanding of large decision tables representing business rules. This paper describes the first set of results in a project that aims to reduce the defects generated during the implementation of business rules based on the hypothesis that the automatic generation of code for decision tables can reduce the semantic gap between what is described and what is implemented. The results include the description of a fully functional prototype that allows the definition of large decision tables as well as the code generation. Additionally, the paper also describes the experiments performed so far to test our hypothesis for defect reduction together with some new paths for research.","PeriodicalId":294992,"journal":{"name":"2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133380439","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

Sentiment Analysis in Jira Software Repositories Jira软件库中的情感分析

2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT) Pub Date : 2020-11-01 DOI: 10.1109/CONISOFT50191.2020.00043

Andric Valdez, H. Oktaba, Helena Gómez, A. Vizcaíno

{"title":"Sentiment Analysis in Jira Software Repositories","authors":"Andric Valdez, H. Oktaba, Helena Gómez, A. Vizcaíno","doi":"10.1109/CONISOFT50191.2020.00043","DOIUrl":"https://doi.org/10.1109/CONISOFT50191.2020.00043","url":null,"abstract":"Mining Software Repositories is a field of study whose main task is to extract valuable information from a large amount of data available within software repositories. This information about systems and projects can be exploited in different ways improving the development processes in Software Engineering. A new research area makes use of this data for analyzing the software professionals’ emotional state and their relationship with different factors such as productivity and quality in tasks. In our study, we applied a supervised classification model to predict sentiments contained in issue comments in open source projects hosted in Jira repositories. The main objective is verifying if sentiments are related to issue comments and factors such as issue resolution types (Resolved or Unresolved) as well as the time of day and the day of the week, in which the comments were written. Our results show that comments in unresolved issues tend to express less positive and more negative sentiments regarding the comments in resolved issues. In addition, we also obtained interesting results regarding the sentiments in comments and the time/day of the week of publication.","PeriodicalId":294992,"journal":{"name":"2020 8th International Conference in Software Engineering Research and Innovation (CONISOFT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130267882","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: 3