Pub Date : 2018-10-01DOI: 10.1109/CONIITI.2018.8587084
Renzo Barrueta-Meza, Jean Paul Castillo-Villarreal, Jimmy Armas-Aguirre
In this paper, a predictive model to determine customer desertion in Peruvian banking entities is proposed. The purpose of the model is the early identification of customers that reflect a behavior tending towards desertion based on financial movements, transactions, product acquisition, etc. The model is based on the analysis of a customer dataset to identify common traits through the use of SAP Predictive Analytics, and then comparing these traits to a different customer dataset, identifying those that are more likely to leave the entity. The commercial use of this model is the immediate application of loyalty initiatives that would enable the entity to retain the customer. The model was tested in order to identify the most efficient and precise one, being the R-K Means algorithm the best performing one, with a 93.20% accuracy and a better false positive/negative relation (8 and 3 respectively).
{"title":"Predictive Model to Determine Customer Desertion in Peruvian Banking Entities","authors":"Renzo Barrueta-Meza, Jean Paul Castillo-Villarreal, Jimmy Armas-Aguirre","doi":"10.1109/CONIITI.2018.8587084","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587084","url":null,"abstract":"In this paper, a predictive model to determine customer desertion in Peruvian banking entities is proposed. The purpose of the model is the early identification of customers that reflect a behavior tending towards desertion based on financial movements, transactions, product acquisition, etc. The model is based on the analysis of a customer dataset to identify common traits through the use of SAP Predictive Analytics, and then comparing these traits to a different customer dataset, identifying those that are more likely to leave the entity. The commercial use of this model is the immediate application of loyalty initiatives that would enable the entity to retain the customer. The model was tested in order to identify the most efficient and precise one, being the R-K Means algorithm the best performing one, with a 93.20% accuracy and a better false positive/negative relation (8 and 3 respectively).","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129056143","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587059
C. Oyola-Flores, Y. Robles-Bykbaev, V. Robles-Bykbaev, P. Ingavélez-Guerra, J. Galán-Montesdeoca
Currently, the community of deaf women must face lack of several resources related to their personal and professional development: (i) the lack of bilingualism (sign language and written language), (ii) the lack of an appropriate knowledge about local sign language, and (iii) the scarcity of educational plans about of Sexual and Reproductive Health (SRH). This situation triggers several problems such as transmission of sexually transmitted diseases, unwanted pregnancy in adolescence, sexual violence, and complications during pregnancy. For these reasons, in this paper, we present an ecosystem and an educational methodology aimed on improving the access to SRH programs as well complementing the engineering academic curriculum. Our proposal was put to test with 3 (deaf) human experts of the Federation of the Deaf of Azuay. The results are encouraging and have shown that it is necessary to implement educational programs in universities and colleges.
{"title":"An Expert System to Provide Sexual and Reproductive Health Educational Contents for Young Deaf Women","authors":"C. Oyola-Flores, Y. Robles-Bykbaev, V. Robles-Bykbaev, P. Ingavélez-Guerra, J. Galán-Montesdeoca","doi":"10.1109/CONIITI.2018.8587059","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587059","url":null,"abstract":"Currently, the community of deaf women must face lack of several resources related to their personal and professional development: (i) the lack of bilingualism (sign language and written language), (ii) the lack of an appropriate knowledge about local sign language, and (iii) the scarcity of educational plans about of Sexual and Reproductive Health (SRH). This situation triggers several problems such as transmission of sexually transmitted diseases, unwanted pregnancy in adolescence, sexual violence, and complications during pregnancy. For these reasons, in this paper, we present an ecosystem and an educational methodology aimed on improving the access to SRH programs as well complementing the engineering academic curriculum. Our proposal was put to test with 3 (deaf) human experts of the Federation of the Deaf of Azuay. The results are encouraging and have shown that it is necessary to implement educational programs in universities and colleges.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122966179","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587086
Eduardo Phellan, Justiniano Gutiérrez, J. Soto, Simán Capuñay, J. López, C. del Carpio
The present work proposes a method of electronic monitoring of physical variables of the plant's wet bulb, in order to properly dose the water volume required for drip irrigation systems. The method has the ability to be conditioned to the need of the plant, in order to maintain an optimum level of humidity in the crop field, as it would be achieved in a laboratory. The monitoring is carried out on the percentage of humidity and the electrical conductivity of the soil. For this, sensors are used that are properly calibrated in the operating ranges of 10 to 30% for humidity and 1.2 to 1.7 ds/m for electrical conductivity [1]. The electronic equipment developed for the implementation of the method uses 3 humidity sensors placed at different depths and 1 electrical conductivity sensor for monitoring salinity. Based on the information sent by these sensors in real time, the activation times of the solenoid valve that makes up the drip irrigation system are adjusted.
{"title":"A Method of Monitoring of the Bulb of Quinoa Plantations Orientated to the Dosing of the Water Volume for Drip Irrigation Systems","authors":"Eduardo Phellan, Justiniano Gutiérrez, J. Soto, Simán Capuñay, J. López, C. del Carpio","doi":"10.1109/CONIITI.2018.8587086","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587086","url":null,"abstract":"The present work proposes a method of electronic monitoring of physical variables of the plant's wet bulb, in order to properly dose the water volume required for drip irrigation systems. The method has the ability to be conditioned to the need of the plant, in order to maintain an optimum level of humidity in the crop field, as it would be achieved in a laboratory. The monitoring is carried out on the percentage of humidity and the electrical conductivity of the soil. For this, sensors are used that are properly calibrated in the operating ranges of 10 to 30% for humidity and 1.2 to 1.7 ds/m for electrical conductivity [1]. The electronic equipment developed for the implementation of the method uses 3 humidity sensors placed at different depths and 1 electrical conductivity sensor for monitoring salinity. Based on the information sent by these sensors in real time, the activation times of the solenoid valve that makes up the drip irrigation system are adjusted.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"143 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116034703","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587098
Pedro Bailon Perfumo, Walter Ortiz Reyes
There is a great lack in the use of modern technologies in the physical therapy and rehab fields despite of the annual increase of patients for this area. Likewise, studies and investigations for this field are done with a medical approach however, only a few are done from a technological approach that would allow the implementation of new tools to facilitate the evaluation and monitoring of kinesic patients. This paper intends to propose a set of projects following a technological approach. In this document, four solutions with the intention of resolving the limitations of the therapist when evaluating and monitoring patients.
{"title":"Technological Proposals Based in Motion Tracking for Evaluations in Physical and Sports Therapy in Peru","authors":"Pedro Bailon Perfumo, Walter Ortiz Reyes","doi":"10.1109/CONIITI.2018.8587098","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587098","url":null,"abstract":"There is a great lack in the use of modern technologies in the physical therapy and rehab fields despite of the annual increase of patients for this area. Likewise, studies and investigations for this field are done with a medical approach however, only a few are done from a technological approach that would allow the implementation of new tools to facilitate the evaluation and monitoring of kinesic patients. This paper intends to propose a set of projects following a technological approach. In this document, four solutions with the intention of resolving the limitations of the therapist when evaluating and monitoring patients.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"146 12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125860289","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587061
Alicia Alva Mantari, Belinda Arias Guzmán, Alonso Junior Lipa Cueva, Gerson Delgado-Rivera, Oscar Polo Trinidad Quiñonez, A. Roman-Gonzalez
This is a descriptive study aimed to know the knowledge that the university students have about blood donation. A study from the US shows that people with tertiary education have more probability to donate blood [1]. The sampled population consisted in students of two universities studying Science, Engineering and Biology. A total of 114 individuals were approached of which 19 did not wish to proceed or did not complete the questionnaire leaving a total of 95 study participants. The questionnaire was divided into three sections. The first section refers to the potential benefits of blood donation and asks participants about their views on 23 benefit statements. Each statement has been assessed by an average of 43 individuals with approval scores of 75%. Of the study population it was found that 80% did not have prior knowledge of the benefits of blood donation. The second part contained 15 questions designed to identify if participants' are eligible or not for blood donation. It was found that 47%, 35%, and 18% of participants were eligible, not eligible, or undetermined for donating blood respectively. The third section of the questionnaire identifies the participants' willingness to donate blood following exposure to information on its potential benefits. It was found that 52.63%, 38.95%, and 8.42 % of participants had the same, more, or less willingness after exposure to information than before the questionnaire respectively. The results show us that it is possible to influence the target population's will to donate blood after their exposure to acknowledge the blood donation benefits. The statements, about blood donation benefits, with higher score were chosen. The ultimate goal of this study is to raise awareness of blood donation and to increase participation during campaigns on university campuses. The research group keeps working on preventive health and changing the picture of voluntary blood donation.
{"title":"Raise of Awareness for Blood Donation Campaigns on University Campuses in Lima, Peru","authors":"Alicia Alva Mantari, Belinda Arias Guzmán, Alonso Junior Lipa Cueva, Gerson Delgado-Rivera, Oscar Polo Trinidad Quiñonez, A. Roman-Gonzalez","doi":"10.1109/CONIITI.2018.8587061","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587061","url":null,"abstract":"This is a descriptive study aimed to know the knowledge that the university students have about blood donation. A study from the US shows that people with tertiary education have more probability to donate blood [1]. The sampled population consisted in students of two universities studying Science, Engineering and Biology. A total of 114 individuals were approached of which 19 did not wish to proceed or did not complete the questionnaire leaving a total of 95 study participants. The questionnaire was divided into three sections. The first section refers to the potential benefits of blood donation and asks participants about their views on 23 benefit statements. Each statement has been assessed by an average of 43 individuals with approval scores of 75%. Of the study population it was found that 80% did not have prior knowledge of the benefits of blood donation. The second part contained 15 questions designed to identify if participants' are eligible or not for blood donation. It was found that 47%, 35%, and 18% of participants were eligible, not eligible, or undetermined for donating blood respectively. The third section of the questionnaire identifies the participants' willingness to donate blood following exposure to information on its potential benefits. It was found that 52.63%, 38.95%, and 8.42 % of participants had the same, more, or less willingness after exposure to information than before the questionnaire respectively. The results show us that it is possible to influence the target population's will to donate blood after their exposure to acknowledge the blood donation benefits. The statements, about blood donation benefits, with higher score were chosen. The ultimate goal of this study is to raise awareness of blood donation and to increase participation during campaigns on university campuses. The research group keeps working on preventive health and changing the picture of voluntary blood donation.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125216869","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587064
Luis Efrén Ayala Rojas, Iván David Alvis Colmenares, N. Moncayo
Talking into account the influence of the scouring on the slope of the Pacho - La Palma route K21 + 900), a physical model was realized with the objective of evaluating the dissipation of energy between a conventional and non - conventional structure with tires out of use. For this, a comparison was made between the energy presented for different cases of protection of the slope, the first case not protected, the second case was protection with bags and finally with tires out of use. For the realization of the physical model we took into account the similarity laws of Froude that made a more adequate relation to scale the model to optimal conditions of modeling. By means of information from the Charco Largo station, a series of annual maximum flows and river bathymetry were obtained in the study area. Finally, the modeling was performed and the energy curves were plotted for each case, establishing that structure presents the greatest energy dissipation for the study area.
考虑到冲刷对Pacho - La Palma路线(K21 + 900)斜坡的影响，建立了一个物理模型，目的是评估轮胎停止使用时传统和非常规结构之间的能量耗散。在此基础上，比较了不保护、带袋保护和不使用轮胎保护三种情况下边坡所产生的能量。对于物理模型的实现，我们考虑了弗劳德的相似定律，该定律使模型更充分地关系到建模的最佳条件。利用Charco Largo站的资料，获得了研究区内的一系列年最大流量和河流水深。最后，对每一种情况进行了建模并绘制了能量曲线，确定了结构在研究区域内的能量耗散最大。
{"title":"Use of Recyclable Materials, Alternative for Hydraulics","authors":"Luis Efrén Ayala Rojas, Iván David Alvis Colmenares, N. Moncayo","doi":"10.1109/CONIITI.2018.8587064","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587064","url":null,"abstract":"Talking into account the influence of the scouring on the slope of the Pacho - La Palma route K21 + 900), a physical model was realized with the objective of evaluating the dissipation of energy between a conventional and non - conventional structure with tires out of use. For this, a comparison was made between the energy presented for different cases of protection of the slope, the first case not protected, the second case was protection with bags and finally with tires out of use. For the realization of the physical model we took into account the similarity laws of Froude that made a more adequate relation to scale the model to optimal conditions of modeling. By means of information from the Charco Largo station, a series of annual maximum flows and river bathymetry were obtained in the study area. Finally, the modeling was performed and the energy curves were plotted for each case, establishing that structure presents the greatest energy dissipation for the study area.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125443379","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587083
Luis Morales, John Reyes, Darwin Aldas, Tatiana G. Altamirano, Santiago M. Collantes
The activities related to buses assembly involve a high margin of ergonomic and psychosocial risks in the work environment that can cause pain symptoms and even generate muscle skeletal disorders (MSD) in workers. The preliminary study developed for this industrial activity aims to describe these variables and how they are associated in the generation of this issue. The investigation was carried out through the use of the Psychosocial Factors questionnaire (F-PSICO) which determined nine dimensions in the psychosocial risk factor, the musculoskeletal pain symptomatology was established with the Nordic questionnaire, while the degree of relationship between variables was made with chi-square and Odd Ratio (OR) statistical tests with a confidence level of 95%. The results show that the nine analyzed psychosocial dimensions have a very high risk among the seventeen workers involved in the study with incidence rates greater than 50%. The symptomatology of pain found in the population corresponds to discomfort in the neck, shoulders and back in lapses up to thirty days with a perception that ranges from mild to severe. Regarding to the degree of relationship of variables, there is significance $(mathbf{p} < mathbf{0.05})$ with the $chi^{2}$ statistic in all dimensions, while O.R is significant in work autonomy and participation in work. The musculoskeletal symptomatology is manifested in a large percentage by ergonomic risks of work, however, psychosocial factors can accentuate this condition.
{"title":"The Incidence of Psychosocial Risks in Musculoskeletal Symptoms in Workers in the Bus Manufacturing Industry: Preliminary Study","authors":"Luis Morales, John Reyes, Darwin Aldas, Tatiana G. Altamirano, Santiago M. Collantes","doi":"10.1109/CONIITI.2018.8587083","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587083","url":null,"abstract":"The activities related to buses assembly involve a high margin of ergonomic and psychosocial risks in the work environment that can cause pain symptoms and even generate muscle skeletal disorders (MSD) in workers. The preliminary study developed for this industrial activity aims to describe these variables and how they are associated in the generation of this issue. The investigation was carried out through the use of the Psychosocial Factors questionnaire (F-PSICO) which determined nine dimensions in the psychosocial risk factor, the musculoskeletal pain symptomatology was established with the Nordic questionnaire, while the degree of relationship between variables was made with chi-square and Odd Ratio (OR) statistical tests with a confidence level of 95%. The results show that the nine analyzed psychosocial dimensions have a very high risk among the seventeen workers involved in the study with incidence rates greater than 50%. The symptomatology of pain found in the population corresponds to discomfort in the neck, shoulders and back in lapses up to thirty days with a perception that ranges from mild to severe. Regarding to the degree of relationship of variables, there is significance $(mathbf{p} < mathbf{0.05})$ with the $chi^{2}$ statistic in all dimensions, while O.R is significant in work autonomy and participation in work. The musculoskeletal symptomatology is manifested in a large percentage by ergonomic risks of work, however, psychosocial factors can accentuate this condition.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122016485","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587081
P. Shiguihara-Juárez, Nils Murrugarra-Llerena
Fraud detection is important for financial institutions and the society. Supervised machine learning techniques were applied for fraud detection. However, mostly discriminative techniques were applied on these problems. Probabilistic graphical models can also detect fraud, providing also a graphical representation of its reasoning scheme as a graph. We proposed a method to generate a probabilistic graphical model for fraud detection, using constraints related to the domain. We achieved 99.272% of accuracy and we outperformed other baselines techniques of probabilistic graphical models. We demonstrated that constraints are important to tackle complex problem such a fraud detection.
{"title":"A Bayesian Classifier Based on Constraints of Ordering of Variables for Fraud Detection","authors":"P. Shiguihara-Juárez, Nils Murrugarra-Llerena","doi":"10.1109/CONIITI.2018.8587081","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587081","url":null,"abstract":"Fraud detection is important for financial institutions and the society. Supervised machine learning techniques were applied for fraud detection. However, mostly discriminative techniques were applied on these problems. Probabilistic graphical models can also detect fraud, providing also a graphical representation of its reasoning scheme as a graph. We proposed a method to generate a probabilistic graphical model for fraud detection, using constraints related to the domain. We achieved 99.272% of accuracy and we outperformed other baselines techniques of probabilistic graphical models. We demonstrated that constraints are important to tackle complex problem such a fraud detection.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"57 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133281720","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587077
Samith Tatiana Cruz, Andrés Gómez, Alexandra López Sevillano, C. Lozano-Garzon
Nowadays, large, medium and small companies execute audits to verify the efficiency and effectiveness of processes and products. To manage them, there are guides, methodologies, techniques that are applied in the organization with the aim of avoiding the propagation of threats and vulnerabilities. This work was carried out in the professional services area of a small company, in which the process of Data Quality Management was taken and the audit was conducted to verify the current status of said process and identify recommendations and improvements in its execution, in order to contribute to the improvement of the quality of the developed projects. The audit was conducted based on the NTC-ISO 19011 standard, which was selected with the analyzes and results obtained in the comparison made between different existing frameworks, based on the literature and the evaluation carried out through the Delphi methodology.
{"title":"Audit to the Data Quality Management Process in a Small Organization Based on NTC-ISO 19011","authors":"Samith Tatiana Cruz, Andrés Gómez, Alexandra López Sevillano, C. Lozano-Garzon","doi":"10.1109/CONIITI.2018.8587077","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587077","url":null,"abstract":"Nowadays, large, medium and small companies execute audits to verify the efficiency and effectiveness of processes and products. To manage them, there are guides, methodologies, techniques that are applied in the organization with the aim of avoiding the propagation of threats and vulnerabilities. This work was carried out in the professional services area of a small company, in which the process of Data Quality Management was taken and the audit was conducted to verify the current status of said process and identify recommendations and improvements in its execution, in order to contribute to the improvement of the quality of the developed projects. The audit was conducted based on the NTC-ISO 19011 standard, which was selected with the analyzes and results obtained in the comparison made between different existing frameworks, based on the literature and the evaluation carried out through the Delphi methodology.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"280 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114254965","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 : 2018-10-01DOI: 10.1109/CONIITI.2018.8587070
R. García-Vélez, V. Robles-Bykbaev, M. López-Notes, D. Calle-López, M. Barros-Pontón, J. Galán-Mena
The Higher Education Initiative (HEI) promoted by UNESCO and other international institutions, proposes four fundamental postulates related to the sustainable development. From these postulates, one focuses on the cooperation with local and international networks. In the same way, it is important mentioning that in every group, it members are freely interacting individuals who share accepted norms and goals and have a collective identity. For these reasons, during the university training process, it is fundamental that students learn skills to work in groups as well as to address problems in multidisciplinary teams. In the light of the above, in this paper, we present an intelligent system that determines the best alternatives to automatically generate groups of students to address practice activities and problems. Our proposal uses a genetic algorithm to analyze the personality of the students and their academic profiles. The achieved results are encouraging and show a precision of 87% according to an expert team that evaluated the system.
{"title":"An Intelligent System Based on Genetic Algorithms to Generate Study Groups Using Personality Traits and Academic Profiles in Higher Education","authors":"R. García-Vélez, V. Robles-Bykbaev, M. López-Notes, D. Calle-López, M. Barros-Pontón, J. Galán-Mena","doi":"10.1109/CONIITI.2018.8587070","DOIUrl":"https://doi.org/10.1109/CONIITI.2018.8587070","url":null,"abstract":"The Higher Education Initiative (HEI) promoted by UNESCO and other international institutions, proposes four fundamental postulates related to the sustainable development. From these postulates, one focuses on the cooperation with local and international networks. In the same way, it is important mentioning that in every group, it members are freely interacting individuals who share accepted norms and goals and have a collective identity. For these reasons, during the university training process, it is fundamental that students learn skills to work in groups as well as to address problems in multidisciplinary teams. In the light of the above, in this paper, we present an intelligent system that determines the best alternatives to automatically generate groups of students to address practice activities and problems. Our proposal uses a genetic algorithm to analyze the personality of the students and their academic profiles. The achieved results are encouraging and show a precision of 87% according to an expert team that evaluated the system.","PeriodicalId":292178,"journal":{"name":"2018 Congreso Internacional de Innovación y Tendencias en Ingeniería (CONIITI)","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123071209","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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