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Domain-Specific Event Abstraction

Finn Klessascheck, Tom Lichtenstein, Martin Meier, Simon Remy, Jan Philipp Sachs, Luise Pufahl, Riccardo Miotto, Erwin Boettinger, Mathias Weske
2021 Business Information Systems  
event abstraction method based on domain ontologies.  ...  Existing event abstraction techniques do not sufficiently take into account domain knowledge and, as a result, fail to deliver suitable event logs in complex application domains.This paper presents an  ...  In other words, it enables the domain-specific event abstraction of event data.  ... 
doi:10.52825/bis.v1i.39 fatcat:b6lvas6qhvdyjih3sm5o3mgybi

Business Object Component Architecture

T. Digre
1998 IEEE Software  
In this context, components embody the semantics of a target problem domain, isolated from the complexities that underlie distributed object technology.  ...  Technologies Business Object Component Architecture Given the rapid pace at which technology evolves, developers need a means for segregating a company's core business information from the technological specifics  ...  Boca is an architectural abstraction that isolates enterprise domain semantics from specific technology bindings.  ... 
doi:10.1109/52.714818 fatcat:ajraxds7jbfalc63ob6to5cwfu

Knowledge-based visualization of time-oriented clinical data

Y Shahar, C Cheng
1998 Proceedings. AMIA Symposium  
Thus, domain-specific knowledge underlies the domain-independent semantics of the interpretation, visualization, and exploration processes.  ...  raw clinical data and the multiple levels of higher-level, interval-based concepts that can be abstracted from these data.  ...  ), and domain-specific temporal-abstraction knowledge.  ... 
pmid:9929201 pmcid:PMC2232185 fatcat:v77l5k7m5ney7ap6iqzvkpgwma

Specification and Refinement of Domain-Specific ECA Policies [chapter]

Raphael Romeikat, Bernhard Bauer
2011 Lecture Notes in Business Information Processing  
Domain-specific policies use domain-specific concepts within their event, condition, and action parts.  ...  The approach is generic as it can be applied to any domain and supports a flexible number of abstraction layers.  ...  The domain model covers the domain-specific concepts across all abstraction layers and specifies which domain-specific concepts are available.  ... 
doi:10.1007/978-3-642-22056-2_21 fatcat:mnnxqkp2e5dh7chbmz7hevmb6m

Knowledge-based temporal abstraction for diabetic monitoring

Y Shahar, A K Das, S W Tu, F B Kraemer, M A Musen
1994 Proceedings. Symposium on Computer Applications in Medical Care  
We refer to this method as knowledge-based temporal-abstraction (KBTA).  ...  We have developed a general method that solves the task of creating abstract, interval-based concepts from time-stamped clinical data.  ...  Reusing the domain-independent abstraction knowledge for solving the TA task in other domains should be possible, as well as sharing some of the domain-specific knowledge with other tasks in the same domain  ... 
pmid:7950015 pmcid:PMC2247929 fatcat:vuazffzdxrgfjdcspguh4tna6q

Toward a semantic anchoring infrastructure for domain-specific modeling languages

Kai Chen, Janos Sztipanovits, Sandeep Neema
2005 Proceedings of the 5th ACM international conference on Embedded software - EMSOFT '05  
In this paper we use a mathematical model, Abstract State Machines, a common semantic framework to define the semantic domains of DSML-s.  ...  Metamodeling facilitates the rapid, inexpensive development of domain-specific modeling languages (DSML-s).  ...  Whenever we have a domain model in AsmL (which is a specific instance of the Abstract Data Model), this domain model and the operational rules compose an abstract state machine, which gives the model semantics  ... 
doi:10.1145/1086228.1086236 dblp:conf/emsoft/ChenSN05 fatcat:ettwxhp6rvctvjn3na37wg64my

Design Of Domain-Specific Software Systems With Parametric Code Templates

Kostyantyn Yermashov, Karsten Wolke, Karl Hayo Siemsen
2008 Zenodo  
Domain-specific languages describe specific solutions to problems in the application domain. Traditionally they form a solution composing black-box abstractions together.  ...  In this paper we argue that it is potentially powerful to operate with grey-box abstractions to build a domain-specific software system.  ...  Domain Specific Languages Domain-specific Languages (DSL) or little languages are those that are tailored to a particular problem domain.  ... 
doi:10.5281/zenodo.1078604 fatcat:nt3utwq7undfznmi5zhreaoxze

Knowledge-based temporal abstraction in clinical domains

Yuval Shahar, Mark A Musen
1996 Artificial Intelligence in Medicine  
We describe a general method for abstracting higherlevel, interval-based concepts from time-stamped clinical data, the knowledge-based temporal-abstraction [KBTA] method.  ...  We present an example of instantiating the KBTA method in the domain of monitoring insulin-dependent diabetes patients.  ...  Acknowledgments We thank our domain expert, Dr. Frederic Kraemer.  ... 
doi:10.1016/0933-3657(95)00036-4 pmid:8830925 fatcat:s6fn2wbmrvb4tccvmue7ae5bjq

Visual languages for event integration specification

Na Liu
2006 Proceeding of the 28th international conference on Software engineering - ICSE '06  
We are using domain-specific visual languages with different high-level visual metaphors (including Tool Abstraction, Event-Query-Filter-Action and Spreadsheet) to specify event-handling support and provide  ...  backend processing tool support for event integration specification and visualisation of event propagation.  ...  SUMMARY We are investigating three exemplar visual event-driven system metaphors to specify event-handling support; they are Tool Abstraction in ViTABaL-WS, Event-Query-Filter-Action in Kaitiaki and Spreadsheet  ... 
doi:10.1145/1134285.1134465 dblp:conf/icse/Liu06 fatcat:6t5aczfvybbrfpvhcefik3idby

The Moldable Debugger: A Framework for Developing Domain-Specific Debuggers [chapter]

Andrei Chiş, Tudor Gîrba, Oscar Nierstrasz
2014 Lecture Notes in Computer Science  
and abstractions from their application domains.  ...  The Moldable Debugger is adapted to a domain by creating and combining domain-specific debugging operations with domain-specific debugging views, and adapts itself to a domain by selecting, at run time  ...  Thus, an infrastructure for developing domain-specific debuggers should: support the creation of domain-specific debugging operations that allow developers to express and automate high-level abstractions  ... 
doi:10.1007/978-3-319-11245-9_6 fatcat:lr4gu3btoffwdkxvxg47xd46wy

A framework for knowledge-based temporal abstraction

Yuval Shahar
1997 Artificial Intelligence  
A new domain-independent knowledge-based inference structure is presented, specific to the task of abstracting higher-level concepts from time-stamped data.  ...  The framework includes a model of time, parameters, events, and contexts.  ...  (at runtime) by certain event, parameter, or abstraction goal propositions being true over specific time intervals.  ... 
doi:10.1016/s0004-3702(96)00025-2 fatcat:jenikn6clne7hfydwyblxwtvj4

Abstract Data Types in Event-B - An Application of Generic Instantiation [article]

David Basin, Andreas Fürst, Thai Son Hoang, Kunihiko Miyazaki and Naoto Sato
2012 arXiv   pre-print
On the one hand, there are domain engineers who have specific knowledge of the system under development.  ...  Domain experts: The domain experts make use of some abstract data types and operations defined within some context to model the system in Event-B.  ...  An algebraic specification therefore corresponds to an Event-B context, while the refinement of the algebraic specifications is similar to generic instantiation in Event-B.  ... 
arXiv:1210.7283v1 fatcat:lwuuzkrbx5a5ficknly3iixeei

Understanding Video Events: A Survey of Methods for Automatic Interpretation of Semantic Occurrences in Video

G. Lavee, E. Rivlin, M. Rudzsky
2009 IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)  
In this work we survey the two main components of the event understanding process: Abstraction and Event modeling.  ...  Abstraction is the process of molding the data into informative units to be used as input to the event model.  ...  This specification may be considered an event domain independent part of the model specification.  ... 
doi:10.1109/tsmcc.2009.2023380 fatcat:eb46zx3wn5bd3fiaypn4p65jaa

Knowledge acquisition for temporal abstraction

A Stein, M A Musen, Y Shahar
1996 Proceedings : a conference of the American Medical Informatics Association. AMIA Fall Symposium  
In this paper, we describe the acquisition and maintenance of domain-specific temporal-abstraction knowledge.  ...  The knowledge-based temporal-abstraction method uses knowledge about a clinical domain's contexts, external events, and parameters to create meaningful interval-based abstractions from raw time-stamped  ...  To be useful for a particular clinical domain, the temporal-abstraction mechanisms must take as input domain-specific knowledge.  ... 
pmid:8947657 pmcid:PMC2233051 fatcat:6aib5k7jnba6tn2zkzirabap3m

Bridging the Chasm between Executable Metamodeling and Models of Computation [chapter]

Benoît Combemale, Cécile Hardebolle, Christophe Jacquet, Frédéric Boulanger, Benoit Baudry
2013 Lecture Notes in Computer Science  
Abstract Syntax (AS) Concrete Syntax (CS) Mas cs Mas sd Semantic Domain (SD) Abstract Syntax (AS) Concrete Syntax (CS) MoC Domain-Specific Actions DSL MoC Specific Actions Abstract Semantics Abstract Syntax  ...  Execution Model Semantic Mapping Abstract Syntax Execution Model Domain Specific Actions Abstract Syntax Execution Model  ...  Abstract Semantics to Domain Specific Actions Mapping We must now map the abstract semantics of ModHel'X onto the domain-specific actions.  ... 
doi:10.1007/978-3-642-36089-3_11 fatcat:giuhvsclqbbxhguwjk43xl4tey
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