Temporal granularity: Completing the puzzle

Citation
Ia. Goralwalla et al., Temporal granularity: Completing the puzzle, J INTELL IN, 16(1), 2001, pp. 41-63
Citations number
27
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
ISSN journal
09259902 → ACNP
Volume
16
Issue
1
Year of publication
2001
Pages
41 - 63
Database
ISI
SICI code
0925-9902(200101)16:1<41:TGCTP>2.0.ZU;2-9
Abstract
Granularity is an integral feature of both anchored (e.g., 25 October 1995, July 1996) and unanchored (e.g., 3 minutes, 6 hours 20 minutes, 5 days) te mporal data. In supporting temporal data that is specified in different gra nularities, numerous approaches have been proposed to deal with the issues of converting temporal data from one granularity to another. The emphasis, however, has only been on granularity conversions with respect to anchored temporal data. In this paper we provide a novel approach to the treatment o f granularity in temporal data. A granularity is modeled as a special kind of unanchored temporal primitive that can be used as a unit of time. That i s, a granularity is modeled as a unit unanchored temporal primitive. We sho w how unanchored temporal data is represented, give procedures for converti ng the data to a given granularity, provide canonical forms for the data, a nd describe how operations between the data are performed. We also show how anchored temporal data is represented at different granularities and give the semantics of operations on anchored temporal data.