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Description
Class Summary | |
CalcUserInfo | This set of scripts will be use to construct a framework for experiments on Recommender Systems. |
ComputeEntropy | This set of scripts will be use to construct a framework for experiments on Recommender Systems. |
ComputeIUF | This set of scripts will be use to construct a framework for experiments on Recommender Systems. |
ConvertMLItemData | This set of scripts will create a data file by retrieving fields from the Grouplens' data file. |
Database | Describes functions to maniplate databases thru JDBC. |
ItemDatabaseCreator | Describes a tool to read the Item data file in the dataset and poplulate a database (MySQL). |
ItemTypeDatabaseCreator | Describes a tool to read the Item-Type pair file in the dataset and poplulate a database (MySQL). |
RatingDatabaseCreator | Describes a tool to read the Ratings data file in the dataset and poplulate a database (MySQL). |
TypeDatabaseCreator | Describes a tool to read the Type data file in the dataset and poplulate a database (MySQL). |
UserDatabaseCreator | Describes a tool to read the User data file in dataset and poplulate a database (MySQL). |
UtilConstants | A central place for database Table format |
This package provides java classes whose methods can build data tables in the SQL database. However, this package can not create a database, it can only connect to an existent database specified in the 'jdbc url'. Also, to fill tables with data, it uses jdbc "INSERT" methods. Thus, it is very slow. To use this package, you can use the "make_user_db", "make_item_db", and "make_rating_db" shell scripts in the bin directory to build usertable, itemtable and rating table.
We also provide a faster way to build SQL database -- use "make_db" shell script and "make_db.script" mysql script in the bin directory.
The CalcUserInfo class is for loading computed data to USER_INFO table, which is also a required table for our prediction. Run through shell " calcUsersInfo " in command line.
Please note all USER_TABLE, ITEM_TABLE and RATING_TABLE are TAB deliminated.
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CFEngine API | ||||||||||
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