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題名 Refining imprecise data by integrity constraints
作者 陳良弼
Tseng,Frank S.C.;Chen,Arbee L.P.;Yang,Wei-Pang
貢獻者 資科系
關鍵詞 Imprecise data; partial values; refinement; referential integrity; functional dependency; multivalued dependency; multidatabase systems
日期 1993-12
上傳時間 28-八月-2014 10:15:36 (UTC+8)
摘要 Uncertain data in databases were originally denoted as null values, which represent the meaning of ‘values unknown at present.” Null values were generalized into partial values, which correspond to a set of possible values, to provide a more powerful notion. In this paper, we derive some properties to refine partial values into more informative ones. In some cases, they can even be refined into definite values. Such a refinement is possible when there exist range constraint on attribute domains, or referential integrities, functional dependencies, or multivalued dependencies among attributes.Our work actually eliminates redundant elements in a partial value. By this process, we not only provide a more concise and informative answer to users, but also speedup the computation of queries issued afterward. Besides, it reduces the communication cost when imprecise data are requested to be transmitted from one site to another site in a distributed environment.
關聯 Data & Knowledge Engineering,11(3),299-316
資料類型 article
dc.contributor 資科系en_US
dc.creator (作者) 陳良弼zh_TW
dc.creator (作者) Tseng,Frank S.C.;Chen,Arbee L.P.;Yang,Wei-Pangen_US
dc.date (日期) 1993-12en_US
dc.date.accessioned 28-八月-2014 10:15:36 (UTC+8)-
dc.date.available 28-八月-2014 10:15:36 (UTC+8)-
dc.date.issued (上傳時間) 28-八月-2014 10:15:36 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/69387-
dc.description.abstract (摘要) Uncertain data in databases were originally denoted as null values, which represent the meaning of ‘values unknown at present.” Null values were generalized into partial values, which correspond to a set of possible values, to provide a more powerful notion. In this paper, we derive some properties to refine partial values into more informative ones. In some cases, they can even be refined into definite values. Such a refinement is possible when there exist range constraint on attribute domains, or referential integrities, functional dependencies, or multivalued dependencies among attributes.Our work actually eliminates redundant elements in a partial value. By this process, we not only provide a more concise and informative answer to users, but also speedup the computation of queries issued afterward. Besides, it reduces the communication cost when imprecise data are requested to be transmitted from one site to another site in a distributed environment.en_US
dc.format.extent 129 bytes-
dc.format.mimetype text/html-
dc.language.iso en_US-
dc.relation (關聯) Data & Knowledge Engineering,11(3),299-316en_US
dc.subject (關鍵詞) Imprecise data; partial values; refinement; referential integrity; functional dependency; multivalued dependency; multidatabase systemsen_US
dc.title (題名) Refining imprecise data by integrity constraintsen_US
dc.type (資料類型) articleen