Loading...
Please wait, while we are loading the content...
Similar Documents
Enabling Change Exploration: Vision Paper
| Content Provider | ACM Digital Library |
|---|---|
| Author | Bleifuß, Tobias Johnson, Theodore Naumann, Felix Srivastava, Divesh Shkapenyuk, Vladislav Kalashnikov, Dmitri V. |
| Abstract | Data and metadata suffer many different kinds of change: values are inserted, deleted or updated; entities appear and disappear; properties are added or re-purposed, etc. Explicitly recognizing, exploring, and evaluating such change can alert to changes in data ingestion procedures, can help assess data quality, and can improve the general understanding of the dataset and its behavior over time. We propose a data model-independent framework to formalize such change. Our change-cube enables exploration and discovery of such changes to reveal dataset behavior over time. |
| Starting Page | 1 |
| Ending Page | 3 |
| Page Count | 3 |
| File Format | |
| ISBN | 9781450346740 |
| DOI | 10.1145/3077331.3077340 |
| Language | English |
| Publisher | Association for Computing Machinery (ACM) |
| Publisher Date | 2017-05-14 |
| Publisher Place | New York |
| Access Restriction | Subscribed |
| Content Type | Text |
| Resource Type | Article |
