Publications

@inproceedings{Baig2016b,

title = {An Ontological Model of Behaviour Theory to Generate Personalized Action Plans to Modify Behaviours},

author = {Wasif Hasan Baig and Samina Abidi and Syed Sibte Raza Abidi},

doi = {10.3233/978-1-61499-678-1-399},

year  = {2016},

date = {2016-08-15},

booktitle = {Exploring Complexity in Health: An Interdisciplinary Systems Approach. 26th European Medical Informatics Conference (MIE2016), Munich},

volume = {228},

pages = {399-403},

publisher = {IOS Press},

series = {Studies in Health Technology and Informatics},

abstract = {Behavior change approaches aim to assist patients in achieving self-efficacy in managing their condition. Social cognitive theory (SCT) stipulates self-efficacy as a central element to behavior change and provides constructs to achieve self-efficacy guided by person-specific action plans. In our work, to administer behaviour change in patient with chronic conditions, our approach entails the computerization of SCT-based self-efficacy constructs in order to generate personalized action plans that are suitable to an individual's current care scenario. We have taken a knowledge management approach, whereby we have computerized the SCT-based self-efficacy constructs in terms of a high-level SCT knowledge model that can be operationalized to generate personalized behaviour change action plans. We have collected and computerized behavior change content targeting healthy living and physical activity. Semantic web technologies have been used to develop the SCT knowledge model, represented in terms of an ontology and SWRL rules. The ontological SCT model can inferred to generate personalized self-management action plans for a given patient profile. We present formative evaluation of the clinical correctness and relevance of the generated personalized action plans for a range of test patient profiles},

keywords = {Action Plans, Behaviour Modelling, Information Personalization, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/bigdata/AbusharekhSHA15,

title = {H-DRIVE: A Big Health Data Analytics Platform for Evidence-Informed Decision Making},

author = {Ashraf Abusharekh and Samuel Alan Stewart and Nima Hashemian and Syed Sibte Raza Abidi},

url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7194705},

doi = {10.1109/BigDataCongress.2015.68},

isbn = {978-1-4673-7278-7},

year  = {2015},

date = {2015-06-27},

booktitle = {IEEE International Congress on Big Data, New York City, NY, USA},

pages = {416--423},

publisher = {IEEE Press},

keywords = {Clinical Decision Support Systems, Decision Support, Health Informatics, Information Personalization, Knowledge Management, Knowledge Modelling, Ontology},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/mie/StewartAPBA14,

title = {Clinical Guideline-Driven Personalized Self-Management Diary for Paediatric Cancer Survivors},

author = {Samuel Alan Stewart and Samina Raza Abidi and Louise Parker and Mark Bernstein and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.3233/978-1-61499-432-9-18},

year  = {2014},

date = {2014-01-01},

booktitle = {e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31 - September 3, 2014},

pages = {18--22},

crossref = {DBLP:conf/mie/2014},

keywords = {Chronic Disease Management, Clinical Practice Guidelines, Information Personalization, Patient Diary, Patient Education, Self-Management},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Davis:StudHealthTechnolInform:2010,

title = {A Compositional Personalization Approach for Designing Personalized Patient Educational Interventions for Cardiovascular Risk Management},

author = {Selena Davis and Syed Sibte Raza Abidi and Samuel Alan Stewart},

issn = {0926-9630},

year  = {2010},

date = {2010-01-01},

booktitle = {Stud Health Technol Inform},

volume = {160},

number = {Pt 1},

pages = {629-33},

address = {Netherlands},

abstract = {Providing patients with personalized educational messages can improve self-management of Cardiovascular Disease (CVD) risk factors. We present our compositional personalization approach that generates personalized educational material by dynamically selecting fine-grained information snippets, as per the patient profile, and then synthesizing them in a educational template to yield personalized patient education interventions. We apply our personalization approach in the PULSE system--Personalization Using Linkages of SCORE and behavior change readiness to web-based Education--that generates personalized patient education for CVD risk management. The PULSE framework involves the calculation of CVD risk assessment using the Systematic COronary Risk Evaluation (SCORE) algorithm, the estimation of readiness to change using the Transtheoretical Model (TTM) of intentional behavior change. The educational interventions were derived from evidence-based staged lifestyle modification materials and Canadian guidelines for CVD risk management.},

keywords = {Behaviour Modelling, Behavioural Theory, Compositional Personalization, Information Personalization, Patient Empowerment},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/wise/ChedrawyA09,

title = {A Web Recommender System for Recommending, Predicting and Personalizing Music Playlists},

author = {Zeina Chedrawy and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/978-3-642-04409-0_34},

year  = {2009},

date = {2009-01-01},

booktitle = {10th International Conference Web Information Systems Engineering, Poznan, Poland, October 5-7, 2009. },

pages = {335--342},

crossref = {DBLP:conf/wise/2009},

keywords = {Information Personalization, Recommender Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ah/ChedrawyA06,

title = {An Adaptive Personalized Recommendation Strategy Featuring Context Sensitive Content Adaptation},

author = {Zeina Chedrawy and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/11768012_8},

year  = {2006},

date = {2006-01-01},

booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, 4th International Conference, AH 2006, Dublin, Ireland, June 21-23, 2006, Proceedings},

pages = {61--70},

crossref = {DBLP:conf/ah/2006},

keywords = {Adaptive Systems, Information Personalization, Recommender Systems},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ah/DavisA06,

title = {Adaptive Patient Education Framework Featuring Personalized Cardiovascular Risk Management Interventions},

author = {Selena Davis and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/11768012_30},

year  = {2006},

date = {2006-01-01},

booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, 4th International Conference, AH 2006, Dublin, Ireland, June 21-23, 2006, Proceedings},

pages = {264--268},

crossref = {DBLP:conf/ah/2006},

keywords = {Cardiovascular, Information Personalization, Patient Education},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/mie/DavisAC06,

title = {Personalized cardiovascular risk management linking SCORE and behaviour change to web-based education},

author = {Selena Davis and Syed Sibte Raza Abidi and Jafna Cox},

url = {http://dx.doi.org/10.3233/978-1-58603-647-8-235},

year  = {2006},

date = {2006-01-01},

booktitle = {Ubiquity: Technologies for Better Health in Aging Societies - Proceedings of MIE2006, The XXst International Congress of the European Federation for Medical Informatics, Maastricht, The Netherlands, A},

pages = {235--240},

crossref = {DBLP:conf/mie/2006},

keywords = {Behaviour Modelling, Behavioural Theory, Cardiovascular, Information Personalization, Patient Education},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ah/AbidiZ06,

title = {An Adaptive Hypermedia System Using a Constraint Satisfaction Approach for Information Personalization},

author = {Syed Sibte Raza Abidi and Yan Zeng},

url = {http://dx.doi.org/10.1007/11768012_55},

year  = {2006},

date = {2006-01-01},

booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, 4th International Conference, AH 2006, Dublin, Ireland, June 21-23, 2006, Proceedings},

pages = {378--388},

crossref = {DBLP:conf/ah/2006},

keywords = {Adaptive Systems, Constraint Satisfaction, Information Personalization, Patient Education},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chedrawy2006case,

title = {Case Based Reasoning for Information Personalization: Using a Context-sensitive Compositional Case Adaptation Approach},

author = {Zeina Chedrawy and Syed Sibte Raza Abidi},

year  = {2006},

date = {2006-01-01},

booktitle = {IEEE International Conference on Engineering of Intelligent Systems},

pages = {1-6},

organization = {IEEE},

keywords = {Case Based Reasoning, Compositional Personalization, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ai/AbidiZ06,

title = {Intelligent Information Personalization Leveraging Constraint Satisfaction and Association Rule Methods},

author = {Syed Sibte Raza Abidi and Yan Zeng},

url = {http://dx.doi.org/10.1007/11766247_12},

year  = {2006},

date = {2006-01-01},

booktitle = {Advances in Artificial Intelligence, 19th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2006, Québec City, Québec, Canada, June 7-9, 2006, Proceedings},

pages = {134--145},

crossref = {DBLP:conf/ai/2006},

keywords = {Constraint Satisfaction, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/hicss/JonesAY05,

title = {Using Computerized Clinical Practice Guidelines to Generate Tailored Patient Education Materials},

author = {Brent Jones and Syed Sibte Raza Abidi and Winston Ying},

url = {http://dx.doi.org/10.1109/HICSS.2005.655},

year  = {2005},

date = {2005-01-01},

booktitle = {38th Hawaii International Conference on System Sciences (HICSS-38 2005), CD-ROM / Abstracts Proceedings, 3-6 January 2005, Big Island, HI, USA},

crossref = {DBLP:conf/hicss/2005},

keywords = {Clinical Practice Guidelines, Information Personalization, Knowledge Management},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icai/ChedrawyA05,

title = {An Item-Based Collaborative Filtering Framework Featuring Case Based Reasoning},

author = {Zeina Chedrawy and Syed Sibte Raza Abidi},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings of the 2005 International Conference on Artificial Intelligence, ICAI 2005, Las Vegas, Nevada, USA, June 27-30, 2005, Volume 1},

pages = {286--292},

crossref = {DBLP:conf/icai/2005-1},

keywords = {Case Based Reasoning, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/isda/ChedrawyA05,

title = {An Intelligent Knowledge Sharing Strategy Featuring Item-Based Collaborative Filtering and Case Based Reasoning},

author = {Zeina Chedrawy and Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1109/ISDA.2005.22},

year  = {2005},

date = {2005-01-01},

booktitle = {Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 8-10 September 2005, Wroclaw, Poland},

pages = {67--72},

crossref = {DBLP:conf/isda/2005},

keywords = {Collaborative Filtering, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ai/AbidiC04,

title = {Constraint Satisfaction Methods for Information Personalization},

author = {Syed Sibte Raza Abidi and Yong Han Chong},

url = {http://dx.doi.org/10.1007/978-3-540-24840-8_19},

year  = {2004},

date = {2004-01-01},

booktitle = {Advances in Artificial Intelligence, 17th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2004, London, Ontario, Canada, May 17-19, 2004, Proceedings},

pages = {261--276},

crossref = {DBLP:conf/ai/2004},

keywords = {Constraint Satisfaction, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icsoc/AbidiC03,

title = {E-healthcare via Customized Information Services: Addressing the Need for Factually Consistent Information},

author = {Syed Sibte Raza Abidi and Yong Han Chong},

url = {http://dx.doi.org/10.1007/978-3-540-24593-3_10},

year  = {2003},

date = {2003-01-01},

booktitle = {Service-Oriented Computing - ICSOC 2003, First International Conference, Trento, Italy, December 15-18, 2003, Proceedings},

pages = {132--148},

crossref = {DBLP:conf/icsoc/2003},

keywords = {Health Informatics, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iadis/HanAY03,

title = {Adaptive Hypermedia Systems Featuring Information Customization Using Constraint Satisfaction Methods},

author = {Chong Yan Han and Syed Sibte Raza Abidi and Yu-N Cheah},

year  = {2003},

date = {2003-01-01},

booktitle = {IADIS International Conference WWW/Internet 2003, Algarve, Portugal, November 5-8, 2003},

pages = {333--340},

crossref = {DBLP:conf/iadis/2003icwi},

keywords = {Adaptive Systems, Constraint Satisfaction, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cbms/Abidi02,

title = {A Case Base Reasoning Framework to Author Personalized Health Maintenance Information},

author = {Syed Sibte Raza Abidi},

url = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2002.1011380},

year  = {2002},

date = {2002-01-01},

booktitle = {15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 4-7 June 2002, Maribor, Slovenia},

pages = {219--224},

crossref = {DBLP:conf/cbms/2002},

keywords = {Case Based Reasoning, Health Informatics, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/iberamia/Abidi02,

title = {Designing Adaptive Hypermedia for Internet Portals: A Personalization Strategy Featuring Case Base Reasoning with Compositional Adaptation},

author = {Syed Sibte Raza Abidi},

url = {http://dx.doi.org/10.1007/3-540-36131-6_7},

year  = {2002},

date = {2002-01-01},

booktitle = {Advances in Artificial Intelligence - IBERAMIA 2002, 8th Ibero-American Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},

pages = {60--69},

crossref = {DBLP:conf/iberamia/2002},

keywords = {Adaptive Systems, Health Informatics, Information Personalization},

pubstate = {published},

tppubtype = {inproceedings}

}