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Discovering and reconciling value conflicts for numerical data integration
2001
Information Systems
A general approach is proposed to discover data value conversion rules from the data. ...
To facilitate data integration, data value conversion rules are proposed to describe the quantitative relationships among data values involving context dependent conflicts. ...
In this paper, we describe a statisticsbased prototype system for integrating numerical financial and business data, DIRECT (discovering and reconciling conflicts). ...
doi:10.1016/s0306-4379(01)00043-6
fatcat:u3vwuw5ts5hfjlcjczv2ayoxie
DIRECT: A System for Mining Data Value Conversion Rules from Disparate Data Sources
2003
Social Science Research Network
The successful integration of data from autonomous and heterogeneous systems calls for the resolution of semantic conflicts that may be present. ...
In this paper, we describe a recently developed prototype system, DIRECT (DIscovering and REconciling ConflicT s). ...
Acknowledgements The authors wish to thank Editor-in-chief, associate editor and anonymous reviewers for their helpful and constructive suggestions for improvement of this paper. ...
doi:10.2139/ssrn.377900
fatcat:nregeowmezayvlj44ezxn7srui
DIRECT: a system for mining data value conversion rules from disparate data sources
2002
Decision Support Systems
The successful integration of data from autonomous and heterogeneous systems calls for the resolution of semantic conflicts that may be present. ...
In this paper, we describe a recently developed prototype system, DIRECT (DIscovering and REconciling ConflicT s). ...
Acknowledgements The authors wish to thank Editor-in-chief, associate editor and anonymous reviewers for their helpful and constructive suggestions for improvement of this paper. ...
doi:10.1016/s0167-9236(02)00006-4
fatcat:u7twbzqpnzcjbnwr4h3xcwsm2y
Discovering and Reconciling Value Conflicts for Data Integration
2002
Social Science Research Network
The integration of data from autonomous and heterogeneous sources calls for the prior identification and resolution of semantic conflicts that may be present. ...
A general approach is proposed to discover data value conversion rules from the data. ...
Conclusion In this paper, we addressed the problem of discovering and resolving data value conflicts for data integration. ...
doi:10.2139/ssrn.335580
fatcat:lzhiq2clqrbc7jcnbijd4edlre
Discovering and Reconciling Semantic Conflicts: A Data Mining Perspective
[chapter]
1998
Data Mining and Reverse Engineering
In this paper, we demonstrate that the detection and reconciliation of semantic conflicts can be automated using tools and techniques developed by the data mining community. ...
We describe a process for discovering such rules that represent the relationships among semanticaly related attributes and illustrate the effectiveness of our approach with examples. ...
This is typically accomplished by the system integrator or DBA who is responsible for the integration project. ...
doi:10.1007/978-0-387-35300-5_17
fatcat:6325owqhtncopl4h55vjgitfim
Reconciling while tolerating disagreement in collaborative data sharing
2006
Proceedings of the 2006 ACM SIGMOD international conference on Management of data - SIGMOD '06
For this reason, traditional data sharing and data integration approaches are not applicable, since they require a globally \emph{consistent} data instance. ...
facts or values. ...
reviewers for their comments and suggestions. ...
doi:10.1145/1142473.1142476
dblp:conf/sigmod/TaylorI06
fatcat:lsqdnqato5cjhgyhowgd4d327y
A Context-Based Approach to Reconciling Data Interpretation Conflicts in Web Services Composition
2013
ACM Transactions on Internet Technology
To address them, we develop an approach to automatic detection and reconciliation of data interpretation conflicts in Web services composition. ...
detect the conflicts and produce the corresponding mediated BPEL by incorporating appropriate conversions into the composition. ...
The approach consists of methods for representing semantic assumptions and mediation algorithms for identifying conflicts and rewriting the BPEL to reconcile the identified conflicts. ...
doi:10.1145/2532638
fatcat:wgbt6tqyvbdm3njfvettukh5r4
Reconciling Semantic Heterogeneity in Web Services Composition
2009
Social Science Research Network
., adaptability, extensibility and scalability) and can significantly alleviate the reconciliation efforts for Web services composition. ...
Given the naive BPEL composition ignoring semantic differences, our reconciliation approach can automatically determine and reconcile the semantic differences. ...
Acknowledgements The authors thank the anonymous reviewers and editor for their insightful suggestions in improving this paper. ...
doi:10.2139/ssrn.1478025
fatcat:eo2pysgg2nforo63mb3enqi6hq
Interlinking and Knowledge Fusion
[chapter]
2014
Lecture Notes in Computer Science
and resolving value conflicts. ...
contain conflicting values. ...
doi:10.1007/978-3-319-09846-3_4
fatcat:2y4lowtmvbenxcvlotfygzg55i
Mixed Methodologies: A New Research Paradigm or Enhanced Quantitative Paradigm
2011
Online Journal of Cultural Competence in Nursing and Healthcare
Quantitative studies were judged for rigor and strength based on validity, reliability and generalizability. ...
CINAHL database was searched for nursing studies conducted over a three year period using mixed method(s) and nursing as the search terms. ...
Others questioned the paradigmatic conflict and provided rationale for reconciling the assumptions in their uses of mixed methods research. ...
doi:10.9730/ojccnh.org/v1n1a3
fatcat:cjudxw3rerfjbb7hgbpqu7vyta
Reconciling Equational Heterogeneity Within a Data Federation
2009
Social Science Research Network
Such a scenario is quite realistic using, for instance, IBM's DB2 Information Integrator. ...
We also assume that there is a one-to-one mapping between the federated schema and the local schemas to highlight the data-level conflicts. ...
ACKNOWLEDGMENT This research was supported, in part, by The MITRE Corporation, Merrill Lynch, PriceWa-terHouseCoopers, Suruga Bank, MIT-Singapore and MIT-Malaysia Alliances. ...
doi:10.2139/ssrn.1477615
fatcat:dituenolajhodebpe5z4wa24ga
Framework for the Analysis of the Adaptability, Extensibility, and Scalability of Semantic Information Integration and the Context Mediation Approach
2009
2009 42nd Hawaii International Conference on System Sciences
This paper presents a framework for evaluating adaptability, extensibility, and scalability of semantic integration approaches. ...
Technological advances such as Service Oriented Architecture (SOA) have increased the feasibility and importance of effectively integrating information from an ever widening number of systems within and ...
., the MIT-MUST project, the Singapore-MIT Alliance, and Suruga Bank. ...
doi:10.1109/hicss.2009.223
dblp:conf/hicss/GannonMMSSZ09
fatcat:ydnmlfn3yfcrjh6z3v4j3utmlm
Mining events connections on the social web: Real-time instance matching and data analysis in EventMedia
2014
Journal of Web Semantics
To this aim, we harness the power of Semantic Web technologies as means to easily steer the data integration and analysis. ...
A user-friendly interface has been designed to meet the user needs: relive experiences based on media and support decision making for attending upcoming events. ...
Acknowledgments This work was supported by the project AAL-2009-2-049 ''Adaptable Ambient Living Assistant'' (ALIAS) and the project ''Social Annotations and eXperiences'' (S-MAX). ...
doi:10.1016/j.websem.2014.02.003
fatcat:ulfpvo3lkjajtfksfyyogok7uq
Mining Events Connections on the Social Web: Real-Time Instance Matching and Data Analysis in EventMedia
2014
Social Science Research Network
To this aim, we harness the power of Semantic Web technologies as means to easily steer the data integration and analysis. ...
A user-friendly interface has been designed to meet the user needs: relive experiences based on media and support decision making for attending upcoming events. ...
Acknowledgments This work was supported by the project AAL-2009-2-049 ''Adaptable Ambient Living Assistant'' (ALIAS) and the project ''Social Annotations and eXperiences'' (S-MAX). ...
doi:10.2139/ssrn.3199080
fatcat:5rszi5odqrekdpn3radd3gkzpu
Between Religion and Science: Integrating Psychological and Philosophical Accounts of Explanatory Coexistence
2011
Human Development
We review psychological data from three core biological domains and provide an analysis of how philosophical and psychological accounts are complementary. ...
Although cognitive developmental psychologists have studied the topic of explanation quite extensively, until recently little has been known about how people interpret, accommodate, and reconcile natural ...
One of the ways individuals reconcile natural and supernatural explanations for the origins of species is to integrate these explanations into a single causal chain, as in theistic evolution [Evans, 2008 ...
doi:10.1159/000329135
fatcat:wp5aru4yzbhwdeg7a2jdvh7km4
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