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Health care informatics

Keng Siau
2003 IEEE Transactions on Information Technology in Biomedicine  
This article offers a conceptual model for implementing new information systems, integrating internal data, and linking suppliers and patients.  ...  This new business strategy requires health care organizations to implement new technologies, such as Internet applications, enterprise systems, and mobile technologies in order to achieve their desired  ...  In addition to using information warehousing for pharmaceutical purposes, information warehouse tools can be used for patient data and care.  ... 
doi:10.1109/titb.2002.805449 pmid:12670013 fatcat:qrreaibnfrf4tft243azwyp6yu

A survey of data warehouse architectures: preliminary results

Moh'd Alsqour, Kamal Matouk, Mieczyslaw L. Owoc
2012 Conference on Computer Science and Information Systems  
In this abridged version, which is a summary of the authors' study, we present some of our findings for consideration.  ...  A questionnaire survey, which targeted the information systems managers, was used to collect data from 150 Polish companies about the respondents' firms, the architecture they use, and the factors which  ...  Data warehousing began in the 1980s as a response to the lack of information provided by the many online application systems that were being built, online applications served the needs of a limited community  ... 
dblp:conf/fedcsis/AlsqourMO12 fatcat:bb5fjzqahngvvdai5lnrmtzzue

Enterprise information integration

Alon Y. Halevy, Naveen Ashish, Dina Bitton, Michael Carey, Denise Draper, Jeff Pollock, Arnon Rosenthal, Vishal Sikka
2005 Proceedings of the 2005 ACM SIGMOD international conference on Management of data - SIGMOD '05  
The goal of EII Systems is to provide uniform access to multiple data sources without having to first loading them into a data warehouse.  ...  Since the late 1990's, several EII products have appeared in the marketplace and significant experience has been accumulated from fielding such systems.  ...  (For example, IBM has even more EAI and EII products that a customer must sift through and combine in order to solve a given enterprise integration problem.) So what's the bottom line?  ... 
doi:10.1145/1066157.1066246 dblp:conf/sigmod/HalevyABCDPRS05 fatcat:hejurh3udjbkpcsgp6lusvzewe

The KDD process for extracting useful knowledge from volumes of data

Usama Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth
1996 Communications of the ACM  
U s a m a F a y y a d , G r e g o r y P i a t e t s k y -S h a p i r o , a n d P a d h r a i c S m y t h  ...  The reality check of real applications will act as a filter to sift the good theories and techniques from those less useful.  ...  KDD can also be viewed as encompassing a broader view of modeling than statistics, aiming to provide tools to automate (to the degree possible) the entire process of data analysis, including the statistician's  ... 
doi:10.1145/240455.240464 fatcat:bykmppzzdjbtzcbx34vn77aenq

Toward a Model Undergraduate Curriculum for the Emerging Business Intelligence and Analytics Discipline

Michel Mitri, Susan Palocsay
2015 Communications of the Association for Information Systems  
As a pedagogical subject, BI/BA is still in its infancy, and, in order for this to mature, we need to develop an undergraduate model BI/BA curriculum.  ...  For this initial phase of curricular design, we postulate a preliminary set of knowledge areas relevant for BI/BA pedagogy in a multidisciplinary framework.  ...  They also focus on an audience of analysts, decision makers, and planners who need to sift through and make sense of large and complex data or tackle difficult reasoning tasks.  ... 
doi:10.17705/1cais.03731 fatcat:sgez4ya4ava2xocgxiujf2bzli

Data mining and knowledge discovery: making sense out of data

U.M. Feyyad
1996 IEEE Expert  
Relying entirely on the user to sift through derived patterns in the hope of coming across items of interest.  ...  Datamining techniques provide a way to get to the solution in this feature space.  ... 
doi:10.1109/64.539013 fatcat:ydvrqivvx5df3e5c2mw64247py

Reports on the 2015 AAAI Spring Symposium Series

Nitin Agarwal, Sean Andrist, Dan Bohus, Fei Fang, Laurie Fenstermacher, Lalana Kagal, Takashi Kido, Christopher Kiekintveld, W. F. Lawless, Huan Liu, Andrew McCallum, Hemant Purohit (+3 others)
2015 The AI Magazine  
, Structured Data for Humanitarian Technologies: Perfect Fit or Overkill?  ...  The titles of the seven symposia were Ambient Intelligence for Health and Cognitive Enhancement, Applied Computational Game Theory, Foundations of Autonomy and Its (Cyber) Threats: From Individuals to  ...  There is a need for bridging data providers, processors, and end users: Another theme of the symposium was to find a solution to the societal divides among data collectors/providers, analysis experts,  ... 
doi:10.1609/aimag.v36i3.2608 fatcat:5vsadnkxovdtno3s3vn7o4iy3y

Full Issue (21.2, Fall 2009)

Journal of Transportation Management Editors
2009 Journal of Transportation Management  
The lack of a framework to simultaneously measure and translate interfirm performance into value creation has largely contributed to this situation.  ...  Despite the need for supply chain metrics, there is little evidence that any firms are successfully measuring and evaluating interfirm performance.  ...  Department of Transportation. The author also would like to express sincere gratitude to anonymous reviewers for their constructive critiques that helped improve the quality of this paper.  ... 
doi:10.22237/jotm/1254355740 fatcat:5zl4lylp2rginkrysbz7b52gjy

Digital Forensic Research: The Good, the Bad and the Unaddressed [chapter]

Nicole Beebe
2009 IFIP Advances in Information and Communication Technology  
In synthesizing these professional opinions, several consensus views emerge that provide valuable insights into the "state of the discipline."  ...  It is a compilation of the author's opinion and the viewpoints of twenty-one other practitioners and researchers, many of whom are leaders in the field.  ...  Acknowledgements The following individuals have contributed to this assessment of the discipline of digital forensics: Frank  ... 
doi:10.1007/978-3-642-04155-6_2 fatcat:464tvjlhtjflbfoiopcuwmenoa

An Overview of Applications of Big Data Analytics

Sangeetha K., Poongothai T., Anguraj S., Nithya Kalyani S.
2018 Bonfring International Journal of Software Engineering and Soft Computing  
In recent years, the volume, variety and velocity of data is increased in all the applications. To discover information from large volume of data is a challenging task.  ...  Big Data Analytics helps to find useful information for making better decisions. Therefore, researchers inclined their interest towards this field.  ...  analytics on the data; • providing a consolidated view of security-related information; and • achieving real-time analysis of streaming data.  ... 
doi:10.9756/bijsesc.8381 fatcat:ebd63a2gybearoenpa3zotnaa4

A Framework for Improving Business Intelligence through Master Data Management

Ray M. Kekwaletswe, Tshegofatso Lesole
2016 Journal of South African Business Research  
In this paper, the argument is that a profound understanding of master data management, as an activity, is important to the delivery of real-time quality information.  ...  The paper concludes by conceptualizing a framework for improving business intelligence through a sound master data management.  ...  Currently, with the exponential growth of data and innovative services provided to customers in the banking environment, there is a high demand in the for real time delivery of quality operational information  ... 
doi:10.5171/2016.473749 fatcat:iy7sbr3fcra27aqqs7aqaclhn4

The application of big data in the management of healthcare organizations. A review of selected practical solutions

Andrzej Chluski, Leszek Ziora
2015 Informatyka Ekonomiczna  
Watson's natural language processing capabilities allows it to process an EMR with a deep semantic understanding of the content and can help medical practitioners quickly and efficiently sift through the  ...  Sejdić, in the journal Nature, predicted that in 2015 "a typical hospital will create 665 terabytes of data a year and this information can be used to study and analyze treatments.  ... 
doi:10.15611/ie.2015.1.01 fatcat:klgbyfhiqrbqncujasnnwqszei

Business intelligence explorer: a knowledge map framework for discovering business intelligence on the Web

Wingyan Chung, Hsinchun Chen, J.F. Nunamaker
2003 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the  
Web community uses a genetic algorithm to organize different Web sites into a hierarchical format.  ...  Knowledge map uses a multidimensional scaling algorithm to place different Web sites as points on a map.  ...  of data among the first three displays [9] , and map displays could provide a view of the entire collection of items at a distance, according to one of the earliest researchers who proposed the use of  ... 
doi:10.1109/hicss.2003.1173649 dblp:conf/hicss/ChungCN03 fatcat:2vqq7cdo4rcovnyxztdtmegwnq

Merging Data Diversity of Clinical Medical Records to Improve Effectiveness

Berit I. Helgheim, Rui Maia, Joao C. Ferreira, Ana Lucia Martins
2019 International Journal of Environmental Research and Public Health  
Providing healthcare services in the future will involve the storage and manipulation of large volumes of data (big data) from medical records, requiring the integration of different data sources, for  ...  An extract-transform and load (ETL) process was used to merge different data sources into a single one, allowing more effective use of these data and, eventually, contributing to more efficient use of  ...  Acknowledgments: We are grateful of Hospital Santa Maria, in Lisbon, for providing the data. Conflicts of Interest: The authors declare no conflict of interest. Int. J. Environ. Res.  ... 
doi:10.3390/ijerph16050769 pmid:30832447 pmcid:PMC6427263 fatcat:vxkuhslv7nafhjqgniy6yri5c4

Data-Driven Personalization of Student Learning Support in Higher Education [chapter]

Danny Yen-Ting Liu, Kathryn Bartimote-Aufflick, Abelardo Pardo, Adam J. Bridgeman
2017 Learning Analytics: Fundaments, Applications, and Trends  
The SRES, currently in use by teachers from 19 departments, takes a holistic and more human-centric view of data -one that puts the relationship between teacher and student at the center.  ...  Our approach means that teachers' pedagogical expertise in recognizing meaningful data, identifying subgroups of students for a range of support actions, and designing and deploying these actions, is facilitated  ...  The authors wish to thank the many teaching and support staff who have patiently implemented the SRES in their units of study, supported its use, and provided valuable feedback.  ... 
doi:10.1007/978-3-319-52977-6_5 fatcat:wogcuy32rrht7ol5obptjo3mke
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