Giovanny Mauricio Tarazona Bermudez | Universidad Distrital Francisco Jose de Caldas, Bogota, Colombia (original) (raw)

Papers by Giovanny Mauricio Tarazona Bermudez

Lecture Notes in Business Information Processing, 2015

ABSTRACT The bibliometric technics allow us to illustrate aspects of interpretation of data obtai... more ABSTRACT The bibliometric technics allow us to illustrate aspects of interpretation of data obtained through data bases that are focus in science spreading, which offers an aggregated value to researchers. In this article, we explore the importance of such obtained information from articles’ query; in this particular case study the Internet of Things (IoT). The obtained and preprocessed metadata is used to feed the decision tree classification (J48) algorythms, as a result of the training stage, we generated a decision tree/classification where the subjects of research are visualized within a four year time frame. The construction of this classification tree is based in entropy, thus, the order or disorder in which the subjects of research can be interpreted within a level of relevancy in the time frame mentioned. We conceived the visualization and interpretation as the state of the art for the subjects addressed for a particular case, which help researchers to infer tendencies within specific subjects of research.

Springer Proceedings in Complexity, 2013

This paper presents and describes the construction of a recommender system model that classifies ... more This paper presents and describes the construction of a recommender system model that classifies input information to yield product recommendations. This model was applied within the contents industry [1] by using artificial neural networks (particularly adaptive resonance theory) as an intelligent agent. The Netflix Prize data base was used and the model's validation and simulation was written using Matlab Ò .

2013 Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

2014 9th Iberian Conference on Information Systems and Technologies (CISTI), 2014

ABSTRACT The article tries to track broadly historical evolution of the optimization models of th... more ABSTRACT The article tries to track broadly historical evolution of the optimization models of the distribution in plant or layout in order through his historical analysis of trends and recognize the different needs that caused a development of the subject over time.

IEEE Latin America Transactions, 2014

Currently globalization forces companies to design e-commerce strategies as a competitive factor,... more Currently globalization forces companies to design e-commerce strategies as a competitive factor, This involves the development of complex models that IT can help build. This article is a proposal based on the paradigm of Model Driven Architecture (MDA), Describes a metamodel Ecommerce that supports the development of a web application. This application ensures semantic interoperability, which is achieved with the definition of Ontology and technical interoperability, which is achieved with the migration of data from the applicative to other e-commerce platforms. This is possible thanks to a generator that access to repositories of information and facilitates the migration of data from the e-commerce website to other platforms. In this way reduce the complexity and minimizing the efforts for the creation and maintenance of ecommerce solutions

Lecture Notes in Business Information Processing, 2015

ABSTRACT The bibliometric technics allow us to illustrate aspects of interpretation of data obtai... more ABSTRACT The bibliometric technics allow us to illustrate aspects of interpretation of data obtained through data bases that are focus in science spreading, which offers an aggregated value to researchers. In this article, we explore the importance of such obtained information from articles’ query; in this particular case study the Internet of Things (IoT). The obtained and preprocessed metadata is used to feed the decision tree classification (J48) algorythms, as a result of the training stage, we generated a decision tree/classification where the subjects of research are visualized within a four year time frame. The construction of this classification tree is based in entropy, thus, the order or disorder in which the subjects of research can be interpreted within a level of relevancy in the time frame mentioned. We conceived the visualization and interpretation as the state of the art for the subjects addressed for a particular case, which help researchers to infer tendencies within specific subjects of research.

Springer Proceedings in Complexity, 2013

This paper presents and describes the construction of a recommender system model that classifies ... more This paper presents and describes the construction of a recommender system model that classifies input information to yield product recommendations. This model was applied within the contents industry [1] by using artificial neural networks (particularly adaptive resonance theory) as an intelligent agent. The Netflix Prize data base was used and the model's validation and simulation was written using Matlab Ò .

2013 Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

2014 9th Iberian Conference on Information Systems and Technologies (CISTI), 2014

ABSTRACT The article tries to track broadly historical evolution of the optimization models of th... more ABSTRACT The article tries to track broadly historical evolution of the optimization models of the distribution in plant or layout in order through his historical analysis of trends and recognize the different needs that caused a development of the subject over time.

IEEE Latin America Transactions, 2014

Currently globalization forces companies to design e-commerce strategies as a competitive factor,... more Currently globalization forces companies to design e-commerce strategies as a competitive factor, This involves the development of complex models that IT can help build. This article is a proposal based on the paradigm of Model Driven Architecture (MDA), Describes a metamodel Ecommerce that supports the development of a web application. This application ensures semantic interoperability, which is achieved with the definition of Ontology and technical interoperability, which is achieved with the migration of data from the applicative to other e-commerce platforms. This is possible thanks to a generator that access to repositories of information and facilitates the migration of data from the e-commerce website to other platforms. In this way reduce the complexity and minimizing the efforts for the creation and maintenance of ecommerce solutions