sbsgrid contextual analytics_explained
DESCRIPTION
Analytics on Linked-DataTRANSCRIPT
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Contextual and Associative
Analytics Dynamic and associative information spaces inherently hold analytical information and cubes which
are multi-dimensional and adaptive
(Dataset example uses Accounts, Activities and Branches)
Contents
1. Introduction 2
2. Characteristics 2
3. Contextual Analytics 3
3.1. Boston Margin Accounts with a given minimum Balance 3 3.2. All Activities and linked information on the IBM Security 4
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1. Introduction
SBSGRID brings dynamic and associative vector spaces on Linked-Data1. Active contextual information (a semantic
query) automatically calculates and aggregates along the filtered dimensions. Cubes and graphical information can be
shown along the resultsets which match the semantic query. A google type interface allows for ad-hoc queries without
having to know the right keywords or query procedures.
2. Characteristics
Query phrases are arbitrary composable, can be fuzzy or precise.
Google type interface approach for ad-hoc queries
Semantic suggest list (semantically categorized) and context maps during typing
Dynamic queries in the background which walk the information graph (multi-dimensional; any direction; any
level)
Open and dynamic schema (multiple virtual information models in parallel)
Complex relationships (database schemas) are published into polymorphic roles (graph structures). They are
automatically discovered by the SBSGRID reasoner and handled accordingly (queries are context aware).
No hard-coded logic. No query development. Instead declarative and explicit statements (facts) for information
structure alignment.
1 see http://www.linkeddata.org
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3. Contextual Analytics
3.1. Boston Margin Accounts with a given minimum Balance
Aggregated transactional volumes
according to the active semantic
query (Boston, Margin Acc. &
Balance)
Semantic query of Margin Accounts in
the Boston Branch with a given
minimum Balance
Aggregated transactional
volumes shown as a pie chart
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3.2. All Activities and linked information on the IBM Security
Five activities found on IBM
with corresponding Accounts
and Branches