# overview
My research interests include decision support systems, model formulation tools, database management, case repository management, software reuse, case based reasoning, case base management systems, reusable software library design, expert systems and knowledge based systems, data warehousing, web analytics, web mining, data warehouse, clinical decision support systems, Health Information Exchange (HIE), Primary Care Medical Home (PCMH), Care Coordination, Care Delivery, and Care Management.

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4606 Distributed Computing And Systems Software

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4009 Electronics, Sensors And Digital Hardware

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Networking And Information Technology R&d (nitrd)

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Machine Learning And Artificial Intelligence

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
3501 Accounting, Auditing And Accountability

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
3509 Transportation, Logistics And Supply Chains

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
3507 Strategy, Management And Organisational Behaviour

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
3509 Transportation, Logistics And Supply Chains

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# educationAndTraining[].organization.label
Pennsylvania State University - (State College, Pennsylvania, United States)

# educationAndTraining[].field
Business Administration, minor in Finance and Computer Science

# educationAndTraining[].organization.label
Pennsylvania State University - (State College, Pennsylvania, United States)

# educationAndTraining[].organization.label
University of Calcutta - (Kolkata, India)

# educationAndTraining[].organization.label
Tilka Manjhi Bhagalpur University - (Banka, India)

# awardsAndHonors[].label
Participant of the Research Proposal Review Panel

# publications[].label
Sustainability Planning for Healthcare Information Exchanges with Supplier Rebate Program

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Customer-initiated and firm-initiated online shopping visits under competition for attention: A conceptual model and empirical analysis

# publications[].label
Developing A Decision Support System for Healthcare Practices: A Design Science Research Approach

# publications[].label
Data warehousing infusion and organizational effectiveness

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
MODELER - INCORPORATING EXPERIENCES TO SUPPORT MODEL FORMULATION - A CASE-BASED PLANNING APPROACH

# publications[].label
An empirical investigation of the key determinants of data warehouse adoption

# publications[].label
Understanding the complexity of the model formulation process: A protocol analysis approach

# publications[].label
An expert decision support system for production control

# publications[].label
An ontological model of the practice transformation process.

# publications[].label
A new architecture for personalization engines: An open source approach

# publications[].label
Healthcare information exchange: A game-theoretic analysis

# publications[].label
A Model of Data Warehousing Process Maturity

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
EXPERT ASSISTANCE FOR THE DECISION SUPPORT PROCESS USING HIERARCHICAL PLANNING

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
CONSTRUCTION OF A MODEL FORMULATION CONSULTANT - THE AEROBA EXPERIENCE

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A new methodology for database requirements analysis

# publications[].label
Formalizing users' view modeling in a data base using semantic nets

# publications[].label
DESIGN OF AN EXPERT SYSTEM IN OPERATIONS ANALYSIS.

# publications[].label
CONCEPTUAL FRAMEWORK FOR KNOWLEDGE BASE SYSTEMS.

# publications[].label
Decision support systems: An expert systems approach

# publications[].label
Putting analytics into action in care coordination research: Emerging issues and potential solutions

# publications[].label
Special issue on WITS'96 - Guest editorial

# publications[].label
Predicting the helpfulness of online reviews using a scripts-enriched text regression model

# publications[].label
FORMALIZATION OF AN IS-A BASED EXTENDED NESTED RELATION DATA MODEL

# publications[].label
A comparison of data warehousing methodologies

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A SIMULATION ANALYSIS OF AN UPDATED VERSION OF THE ASSIGNED-SLOT LISTEN-BEFORE-TRANSMISSION PROTOCOL

# publications[].label
SCHEMA TRANSLATION - A 3-LEVEL SEMANTIC ABSTRACTION APPROACH

# publications[].label
The role of opportunism in the software design reuse process

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
INFORMATION SYSTEM INTEGRATION: A METADATA MANAGEMENT APPROACH.

# publications[].label
A self-repairable threshold cellular array

# publications[].label
Automating Model Formulation for Decision Support

# publications[].label
OPERATIONALIZING THE OPPORTUNISTIC BEHAVIOR IN MODEL FORMULATION

# publications[].label
Minimal realization of arbitrary switching functions with 2-level networks of isodistinct and isobaric threshold gates

# publications[].label
A blackboard architecture for the decision support process

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Scheduling cardiac procedures: A knowledge-based approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Decision support system: An activity-oriented design

# publications[].label
Deductive data modeling: A new trend in database management for decision support systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Case Base Management Systems: Providing Database Support to Case-based Reasoners

# publications[].label
Enterprise modeling for database specification and design

# publications[].label
Sustainability of Healthcare Information Exchanges: A Game-Theoretic Approach

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
TESTING THE EVENT-STATE MODEL FOR DATA REQUIREMENT ANALYSIS.

# publications[].label
THE K-COVERAGE CONCENTRATOR LOCATION PROBLEM

# publications[].label
Impact of the Hospital Readmission Reduction Program on hospital readmission and mortality: An economic analysis

# publications[].label
Data warehousing process maturity: An exploratory study of factors influencing user perceptions

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Aggregation semantics and NF/sup 2/ model of data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
AEROBA: A Blackboard Approach to Model Formulation

# publications[].label
AN EXPERT SYSTEMS ASSISTANCE TO INTERNAL AUDIT DEPARTMENT EVALUATION

# publications[].label
Exploring the Interaction Between Type of Search and Competition for Attention: An Empirical Study of Four Online Advertising Tools

# publications[].label
Providing a Window of Opportunity for Converting eStore Visitors

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Toward developing data warehousing process standards: An ontology-based review of existing methodologies

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
BLACKBOARD ARCHITECTURE FOR REACTIVE SCHEDULING

# publications[].label
Sustainability of Healthcare Information Exchanges: A network externalities approach

# publications[].label
From DSS to DSP: a taxonomic retrospective

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Clinical decision support: converging toward an integrated architecture.

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Role of navigational ability in website visit duration

# publications[].label
Emergence of DSS efforts in genomics: Past contributions and challenges

# publications[].label
Unveiling the Impact of Meaningful Use of Electronic Health Records: Navigating the Path to Efficiency and Patient Engagement in Healthcare Operations

# publications[].label
DATA REQUIREMENTS PLANNING FOR AN MIS: AN ACTIVITY ORIENTED APPROACH.

# publications[].label
Epistemological aspects of object schemes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Understanding the Bioinformatics Challenges of Integrating Genomics into Healthcare.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
FORMAL PROCEDURE FOR REQUIREMENT ANALYSIS IN DATA BASE DESIGN.

# publications[].label
Sustainability Planning for Healthcare Information Exchanges with Supplier Discount Program

# publications[].label
Metadata management: past, present and future

# publications[].label
IT alignment strategies for customer relationship management

# publications[].label
Cost and Quality Performance of Accountable Care Organizations: An Empirical Investigation

# publications[].label
USE OF REASON MAINTENANCE IN MODEL FORMULATION

# publications[].label
NETWORK COST-ANALYSIS FOR PLANNING CONFIGURATION CHANGE IN DISTRIBUTED SYSTEMS

# publications[].label
Use of cognitive process modeling in knowledge base systems integration

# publications[].label
CONCEPTUAL FRAMEWORK FOR NETWORK TOPOLOGY DESIGN.

# publications[].label
Semantic Modeling of Internal Controls in Database Design

# publications[].label
A constrained nonlinear 0-1 program for data allocation

# publications[].label
AEROBA: a blackboard approach to model formulation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
EPISTEMOLOGICAL ASPECTS OF OBJECT SCHEMES

# publications[].label
The evolution of a distributed processing network

# publications[].label
KNOWLEDGE REPRESENTATION OF A DATA BASE BY A SEMANTIC NETWORK.

# publications[].label
A heuristic approximation for reducing problem size in network file allocation models

# publications[].label
ROLE OF CONTROL IN THE MODEL FORMULATION PROCESS

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Logical data base design: A management-oriented approach

# publications[].label
A blackboard architecture for reactive scheduling

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A tabular method for finding 2-summable and mutually 2-summable pairs of minterms

# researcherOn[].label
ARRA: Centreast Regional Health Information Technology Extension Program

# researcherOn[].awardedBy.label
United States Department of Health and Human Services - (Washington D.C., District of Columbia, United States)

# streetAddress
Texas A&M University; Dept Of Information & Operations Management; 4217 TAMU

# etdChairOf[].label
Liou, Shue-Feng Tzeng (1992-01). AEROBA : a control blackboard approach for model formulation. Doctoral Dissertation.