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Semantic cluster based Search in UDDI for Health Care Domain

K. Tamilarasi, M. Ramakrishnan
2016 Indian Journal of Science and Technology  
Semantic intelligent representation plays a major role in efficiently retrieving meaningful information intelligently.  ...  Findings: Retrieving meaningful information is difficult in today's available search engines.  ...  Managing and maintaining an application protocol based on semantic level is forcefully needed rather than syntactic level as sequencing information and data structures are enhanced with semantic information  ... 
doi:10.17485/ijst/2016/v9i12/85910 fatcat:s5uugplmzrhpzj5ipjfqmfpq7u

An Enhanced Concept based Approach for user Centered Health Information Retrieval to Address Readability Issues

Ibrahim Umar Kontagora, Isredza Rahmi, Nurul Aswa
2019 International Journal of Advanced Computer Science and Applications  
We evaluated and compared the enhanced model with the current models in the clinical domain, namely, QLM ("Query Likelihood Model"), LSI ("Latent Semantic Indexing") and CBA ("Concept Based Approach")  ...  This study focused on designing an enhanced model for clinical consumers balanced based medical information retrievals and also proposed an improved system model that would provide simpler medical meanings  ...  How information retrieval systems could improve health delivery and accessibility to quality well-being systems was the focus of the work by [36, 37] .  ... 
doi:10.14569/ijacsa.2019.0100356 fatcat:ogkhzgjfmrh2vp7grilb4lajzq

Information Retrieval and Health/Clinical Management

S. Chu
2002 IMIA Yearbook of Medical Informatics  
Achievements in document/information retrieval in the past have contributed significantly to enhancing the use of information in health and clinical care management.  ...  Computer-assisted information retrieval and processing provides effective mechanisms to rapidly retrieve and present the relevant information/ knowledge required for supporting quality decision-making  ... 
doi:10.1055/s-0038-1638123 fatcat:mehan4erq5fddlmb3uqzsucibq

A Semantic Text Summarization Method using ontology based Knowledge

2020 International journal of modern trends in science and technology  
In this paper we propose a new user query based text summarization technique that makes use of WordNet, a common information source from Princeton University.  ...  Particularly for important domains, such as health check and monetary areas, well-organized recovery of succinct and related information is highly desired.  ...  High-quality ontology information is the key to improve the quality of medical information repossession and management.  ... 
doi:10.46501/ijmtst061122 fatcat:bc67kihiqndztp6u7yhtldrhoe

A Semantic Methodology for Customized Healthcare Information Provision

Saman Iftikhar, Farooq Ahmad, Kiran Fatima
2012 Information Sciences Letters  
We evaluated our system through Patient Registration Scenario implemented semantically in our OWL-S framework.  ...  In healthcare domain there is a plethora of health information but no mechanism of satisfying customized users' requirements and providing demand oriented information.  ...  Health informatics plays a vital role in the integration of Information Technology in healthcare domain.  ... 
doi:10.12785/isl/010105 fatcat:dpxchix7mrcobj4nqpwgzftjpy

Health Information Retrieval – State of the art report [article]

Carla Teixeira Lopes
2022 arXiv   pre-print
This report provides an overview of the field of Information Retrieval (IR) in healthcare.  ...  It does not aim to introduce general concepts and theories of IR but to present and describe specific aspects of Health Information Retrieval (HIR).  ...  In [16] it is presented a methodology to build and enhance an ontology in health domain through semantic elements extraction.  ... 
arXiv:2205.09083v1 fatcat:zxvuz35ggnhmhl5g5jruib5y7m

Social Sifter: An Agent-Based Recommender System to Mine the Social Web

M. Omar Nachawati, Rasheed Rabbi, Genong (Eugene) Yu, Larry Kerschberg, Alexander Brodsky
2012 Semantic Technologies for Intelligence, Defense, and Security  
With the recent growth of the Social Web, an emerging challenge is how we can integrate information from the heterogeneity of current Social Web sites to improve semantic access to the information and  ...  A health recommender system prototype was developed using the Social Sifter architecture, which recommends treatments, prevention advice, therapies for ailments, and doctors and hospitals based on shared  ...  Personal Health Explorer (PHE) is an enhancement of KS to perform semantic search in biomedical domain.  ... 
dblp:conf/stids/NachawatiRYKB12 fatcat:uilqdxh7izhrpkd6vl5gs264ny

SimQ: Real-Time Retrieval of Similar Consumer Health Questions

Jake Luo, Guo-Qiang Zhang, Susan Wentz, Licong Cui, Rong Xu
2015 Journal of Medical Internet Research  
Objective: In this study, we aim to develop efficient informatics methods that can retrieve similar Web-based consumer health questions using syntactic and semantic analysis.  ...  There has been a significant increase in the popularity of Web-based question-and-answer (Q&A) services that provide health care information for consumers.  ...  This new application enhances the workflow through semantic similarity analysis (see Figure 5, Step 1). Consumers first submit their health concerns to the SimQ question retrieval engine.  ... 
doi:10.2196/jmir.3388 pmid:25689608 pmcid:PMC4376128 fatcat:taodytcfrvejpfbnjypxukd7sy

Utilizing Semantic Web Technologies in Healthcare [chapter]

Vassileios D. Kolias, John Stoitsis, Spyretta Golemati, Konstantina S. Nikita
2014 Annals of Information Systems  
The technological breakthrough in biomedical engineering and health informatics has produced several Health Information Systems (HIS) and medical devices that are used on a daily basis in hospitals producing  ...  As a result of that the interoperability of HIS is limited, the retrieval of information is difficult and there is hidden knowledge that remains unexploited in vast and diverse pools of medical data.  ...  In health sciences and health informatics systems that leads to better information retrieval, discovery of new knowledge from unexploited data, enhanced interoperability between institutions and better  ... 
doi:10.1007/978-3-319-06844-2_2 fatcat:f5m4grimcngc3fnpcyl6j5okny

Semantic service matchmaking for Digital Health Ecosystems

Hai Dong, Farookh Khadeer Hussain
2011 Knowledge-Based Systems  
Therefore, in this paper, we propose a framework of a semantic service matchmaker, by taking into account the ambiguous, heterogeneous nature of service information in Digital Health Ecosystems.  ...  health service quality evaluation and ranking.  ...  on the quality of the health service ontology, we try to use the machine learning approach to enhance the quality of the ontology.  ... 
doi:10.1016/j.knosys.2011.02.005 fatcat:7mprrcmzojap7l2zdedreq7uhm

Knowledge Enhanced Representations to Reduce the Semantic Gap in Clinical Decision Support

Stefano Marchesin
2019 BCS-IRSG Symposium on Future Directions in Information Access  
The semantic gap between queries and documents is a longstanding problem in Information Retrieval (IR), and it poses a critical challenge for medical IR due to the large presence in the medical language  ...  Two main lines of work have emerged in the past years to tackle this issue: (i) the use of external knowledge resources to enhance query and document bag-of-words representations; and (ii) the use of semantic  ...  effectiveness of the retrieval approach can be correlated to the quality of the relations contained within the KB used for the query expansion process.  ... 
dblp:conf/fdia/Marchesin19 fatcat:5cj3rjszavd6pa3g6tklppenaq

Semantically Enhanced Medical Information Retrieval System: A Tensor Factorization Based Approach

Haolin Wang, Qingpeng Zhang, Jiahu Yuan
2017 IEEE Access  
First, we applied a heuristic approach to enhance the widely used pseudo relevance feedback method for more effective query expansion, through iteratively expanding the queries to boost the similarity  ...  In this paper, we proposed a novel medical information retrieval system with a two-stage query expansion strategy, which is able to effectively model and incorporate the latent semantic associations to  ...  INTRODUCTION With the exponential growth of medical related information, the retrieval of high quality results is becoming more critical.  ... 
doi:10.1109/access.2017.2698142 fatcat:gprekq6lfzfbbf7hrlo2gkela4

A Rule-Based Spatial Reasoning Approach for OpenStreetMap Data Quality Enrichment; Case Study of Routing and Navigation

Amin Mobasheri
2017 Sensors  
In this paper, we propose a new geospatial information approach that enables the retrieval of implicit information, i.e., geospatial entities that do not exist explicitly in the available source.  ...  improve the ability of the system to retrieve information.  ...  However, the first contribution of the proposed approach with respect to existing work is to enhance the information broker with SQWRL to support the retrieval of implicit information.  ... 
doi:10.3390/s17112498 pmid:29088125 pmcid:PMC5712863 fatcat:szgjfheszfadnfel2cz6gytaf4

A Framework Enabling Semantic Search in Health Service Ecosystems

Hai Dong, Farookh Khadeer Hussain, Elizabeth Chang
2010 2010 Sixth International Conference on Semantics, Knowledge and Grids  
In this paper, by means of semantic search technologies, we design a framework enabling user query disambiguation in the health service ecosystem.  ...  The framework embodies a health service ontology for domain knowledge-based user query disambiguation and an ECBR algorithm for accurate service retrieval.  ...  The major feature of the semantic search approach is that it provides a restricted view-based approach for users to retrieve the appropriate health service concepts to denote their queries.  ... 
doi:10.1109/skg.2010.34 dblp:conf/skg/DongHC10 fatcat:idikt32wvbh4tciwgjnkm2tu6a

Combining different standards and different approaches for health information retrieval in a quality-controlled gateway

Lina F. Soualmia, Stéfan J. Darmoni
2005 International Journal of Medical Informatics  
Internet as source of information is increasing in preeminence in numerous fields, including health.  ...  Many features of information retrieval and navigation through the catalogue were developed. These features take into account the kind of the end-user (health professional, medical student, patient).  ...  ''Enhancing information retrieval'' will detail two approaches to enrich the terminology and hence to improve information retrieval.  ... 
doi:10.1016/j.ijmedinf.2004.05.012 pmid:15694619 fatcat:cmxfb3qmsbh3pkaib2sbqzrtpq
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