SynapseIndia dotnet framework library
SynapseIndia Drupal development
SynapseIndia Ecommerce development
SynapseIndia Sharepoint development
SynapseIndia PHP development
SynapseIndia Dotnet development
case based recommendation approach for market basket datamniranjanmurthy
Recommender systems have become an important part of various applications in e-commerce, supporting both customers and providers in their decision-making processes. However, these systems still must overcome limitations that reduce their performance, like recommendations overspecialization, less popular item providing, and difficulties when items with unequal probability distribution appear or recommendations for sets of items are asked. A novel approach, addressing the above issues through a case-based recommendation methodology is presented here. The scope of the presented approach is to generate meaningful recommendations based on items' co-occurring patterns and to provide more insight into customers' buying habits. In contrast to current recommendation techniques that recommend items based on users' ratings or history, and to most case-based item recommenders that evaluate items' similarities, the implemented recommender uses a hierarchical model for the items and searches for similar sets of items, in order to recommend those that are most likely to satisfy a user.
Proyecto de Aula con TIC para el aprendizaje de la multiplicación theahdtp2014
El presente plan de aula se diseñó para los estudiantes de segundo grado de la institución educativa técnica agropecuaria San Cayetano de Gallego ya que presentan dificultades en aprenderse las tablas de multiplicar y así poder resolver operaciones aplicándolas en la vida cotidiana. El aprendizaje con ayudas Hipermediales Dinámicas es una herramienta que nos permite utilizar diferentes estrategias para que los estudiantes exploren, se apropien, ejecuten, consoliden y se motiven en su aprendizaje a través de los recursos tecnológicos: videos, diapositivas e imágenes.
SynapseIndia dotnet framework library
SynapseIndia Drupal development
SynapseIndia Ecommerce development
SynapseIndia Sharepoint development
SynapseIndia PHP development
SynapseIndia Dotnet development
case based recommendation approach for market basket datamniranjanmurthy
Recommender systems have become an important part of various applications in e-commerce, supporting both customers and providers in their decision-making processes. However, these systems still must overcome limitations that reduce their performance, like recommendations overspecialization, less popular item providing, and difficulties when items with unequal probability distribution appear or recommendations for sets of items are asked. A novel approach, addressing the above issues through a case-based recommendation methodology is presented here. The scope of the presented approach is to generate meaningful recommendations based on items' co-occurring patterns and to provide more insight into customers' buying habits. In contrast to current recommendation techniques that recommend items based on users' ratings or history, and to most case-based item recommenders that evaluate items' similarities, the implemented recommender uses a hierarchical model for the items and searches for similar sets of items, in order to recommend those that are most likely to satisfy a user.
Proyecto de Aula con TIC para el aprendizaje de la multiplicación theahdtp2014
El presente plan de aula se diseñó para los estudiantes de segundo grado de la institución educativa técnica agropecuaria San Cayetano de Gallego ya que presentan dificultades en aprenderse las tablas de multiplicar y así poder resolver operaciones aplicándolas en la vida cotidiana. El aprendizaje con ayudas Hipermediales Dinámicas es una herramienta que nos permite utilizar diferentes estrategias para que los estudiantes exploren, se apropien, ejecuten, consoliden y se motiven en su aprendizaje a través de los recursos tecnológicos: videos, diapositivas e imágenes.