Methods and apparatus, using expansion attributes having default, values, for matching entities and predicting an attribute of an entity
US6345264B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Jan 22, 1998 |
| Grant date | Feb 5, 2002 |
| Priority date | — |
| Expiry date | Jan 22, 2018 |
Classification
- Technology area (CPC Y)Emerging Cross-Sectional Technologies
- CPC primaryY10S707/99945
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Matching (e.g., via correlation or similarity process) entities having attributes, some of which have associated values. The values of the attributes may be adjusted based on number of entities that have values for a particular attribute so that the values decrease as the number increases. The attributes of the entities may be harmonized and provided with default values so that entities being matched have common attributes defined by the union of the attributes of the entities being matched. The attributes of the entities may be expanded and provided with default values so that the entities being matched have attributes that neither had originally. Match values may be normalized to provide a weight value which may be used to predict an attribute value of a new entity based on known attribute values of known entities. The weight values may be tuned such that relatively high weights are amplified and relatively low weights are suppressed.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.