SQL QueRIE Recommendations
نویسندگان
چکیده
This demonstration presents QueRIE, a recommender system that supports interactive database exploration. This system aims at assisting non-expert users of scientific databases by tracking their querying behavior and generating personalized query recommendations. The system is supported by two recommendation engines and the underlying recommendation algorithms. The first identifies potentially “interesting” parts of the database related to the corresponding data analysis task by locating those database parts that were accessed by similar users in the past. The second identifies structurally similar queries to the ones posted by the current user. Both approaches result in a recommendation set of SQL queries that is provided to the user to modify, or directly post to the database. The demonstrated system will enable users to query and get real-time recommendations from the SkyServer database, using user traces collected from the SkyServer query log.
منابع مشابه
The QueRIE system for Personalized Query Recommendations
Interactive database exploration is a key task in information mining. However, users who lack SQL expertise or familiarity with the database schema face great difficulties in performing this task. To aid these users, we developed the QueRIE system for personalized query recommendations. QueRIE continuously monitors the user’s querying behavior and finds matching patterns in the system’s query l...
متن کاملSQL QueRIE Recommendations: a query fragment-based approach
Relational database systems are becoming increasingly popular in the scientific community to support the interactive exploration of large volumes of data. In this scenario, users employ a query interface (typically, a web-based client) to issue a series of SQL queries that aim to analyze the data and mine it for interesting information. First-time users, however, may not have the necessary know...
متن کاملUnicode Identifiers : an SQL Example
While any standards body is free to define their standard as they wish, it is clear that the Unicode consortium can have a positive effect on uniformity and quality on other standards. The purpose of this paper is to stimulate discussion towards a set of recommendations concerning identifiers. I use the SQL-99 standard as an example source for such issues, not because it is either good or bad, ...
متن کاملTeaching SQL - Which Pedagogical Horse for This Course?
A student with a Computing Science degree is expected to have reached a reasonable level of expertise in SQL. SQL is a non-trivial skill to master and is taught with different degrees of success at different institutions. When teaching any skill we have to take both previous learning and experience into consideration as well as the best possible way of teaching the skill. When learning a new sk...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- PVLDB
دوره 3 شماره
صفحات -
تاریخ انتشار 2010