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Literature-based knowledge discovery: the state of the art [article]

Xiaoyong Liu, Hui Fu
2012 arXiv   pre-print
Literature-based knowledge discovery method was introduced by Dr. Swanson in 1986.  ...  He hypothesized a connection between Raynaud's phenomenon and dietary fish oil, the field of literature-based discovery (LBD) was born from then on.  ...  Acknowledgement This work has been supported by grants from Program for Excellent and Creative Young Talents in Universities of Guangdong Province (LYM10097).  ... 
arXiv:1203.3611v1 fatcat:yn6t4lgct5hdfihlm3ehoqada4

Scientometric analysis and knowledge mapping of literature-based discovery (1986-2020) [article]

Andrej Kastrin, Dimitar Hristovski
2020 arXiv   pre-print
Literature-based discovery (LBD) aims to discover valuable latent relationships between disparate sets of literatures.  ...  The knowledge base of LBD research has changed significantly since its inception, with emerging topics including deep learning and explainable artificial intelligence.  ...  Conflicts of interest The authors declare that they have no conflict of interest.  ... 
arXiv:2006.08486v1 fatcat:fhtplszgcrft3j6prvvtdbuw6u

Towards Behavioral Web Service Discovery Approach: State of the Art

Wala Ben Messaoud, Khaled Ghedira, Youssef Ben Halima
2016 Procedia Computer Science  
The literature on web service (WS) discovery recognizes a major problem in the requirements of service consumption.  ...  Current works on WS discovery focuses on WS discovery scenario and neglect the analysis of the intervention of service consumer.  ...  We can cite some QoS parameters as defined in the literature: Reliability: it is the ratio of the number of error messages on total messages.  ... 
doi:10.1016/j.procs.2016.08.126 fatcat:3byrkc62lzhjvhlzf7rgfoxdvy

Formalising Hypothesis Virtues in Knowledge Graphs: A General Theoretical Framework and its Validation in Literature-Based Discovery Experiments [article]

Vit Novacek
2015 arXiv   pre-print
We validate the proposed framework by experiments in literature-based discovery. The experiments have demonstrated the utility of our work and its superiority w.r.t. related approaches.  ...  In the perspective of our approach motivated by the challenges of discovery informatics, knowledge graphs correspond to hypotheses.  ...  Our approach is based on theoretical foundations motivated by the state of the art philosophical study of key features of scientific discoveries.  ... 
arXiv:1503.09137v2 fatcat:cefrm37m25aevcrq537umybevq

Current state of the art for enhancing urine biomarker discovery

Michael Harpole, Justin Davis, Virginia Espina
2016 Espert Review of Proteomics  
High-resolution mass spectrometry, coupled with state of the art fractionation systems are revealing the plethora of diagnostic/prognostic proteomic information existing within urinary exosomes, glycoproteins  ...  Advancements in mass spectrometry based urinary proteomics The ever-increasing depth and breadth of the urinary proteome is attributable to the versatility of mass spectrometry for protein discovery, identification  ...  The funding sources did not have any role in the study design; the collection, analysis and interpretation of data; manuscript preparation; or the decision to submit the paper for publication.  ... 
doi:10.1080/14789450.2016.1190651 pmid:27232439 pmcid:PMC4978532 fatcat:3h6zhzwgvfcdvp4ynsgpwhuqpy

SemaTyP: a knowledge graph based literature mining method for drug discovery

Shengtian Sang, Zhihao Yang, Lei Wang, Xiaoxia Liu, Hongfei Lin, Jian Wang
2018 BMC Bioinformatics  
Conclusions: In this paper we propose a novel knowledge graph based literature mining method for drug discovery. It could be a supplementary method for current drug discovery methods.  ...  Methods: Here, we propose a biomedical knowledge graph-based drug discovery method called SemaTyP, which discovers candidate drugs for diseases by mining published biomedical literature.  ...  Acknowledgements The authors thank to Zhehuan Zhao, Anran Wang for their valuable advice on the study design and interpretation of results.  ... 
doi:10.1186/s12859-018-2167-5 pmid:29843590 pmcid:PMC5975655 fatcat:m2ix7d2ghbbkphefhlqgyfbxee

State of the Art

John F. Bebawy
2011 Anesthesiology  
The authors report no financial conflicts of interest. RDoC in cognitive systems -Morris and Cuthbert Dialogues in Clinical Neuroscience -Vol 14 . No. 1 . 2012  ...  by ongoing modification based on new scientific discoveries.  ...  Overall, the RDoC matrix structure is intended to facilitate integration of existing research findings and foster the identification of gaps in the knowledge base that represent promising areas for integrative  ... 
doi:10.1097/aln.0b013e318212ba87 pmid:21399491 fatcat:2olynlxlifayzf7pjrjquejjpi

The State of Our Art

Valerie S. Kuehne
2003 Journal of Intergenerational Relationships  
Challenges and questions emerging from the literature are presented, identifying the need for a greater use of theory in research, more cross cultural research, expanded outcomes, and solutions to some  ...  In this two-part paper, the author examines intergenerational program research and evaluation based on a framework derived from a collaborative UNESCO (2000)-sponsored review of the intergenerational program  ...  Older adults share and model many skills and much knowledge to children and youth of all ages in school-based intergenerational programs (e.g., history, music, art); this theory provides a framework for  ... 
doi:10.1300/j194v01n01_12 fatcat:pzotfrdf45eypocpuqtouf3xbu

Knowledge Discovery by Analyzing the State of the Art of Data-Driven Fault Detection and Diagnostics of Building HVAC

Arash Hosseini Gourabpasi, Mazdak Nik-Bakht
2021 CivilEng  
A recommender system is developed using the ARM model to extract knowledge from the body of knowledge of HVAC data-driven AFDD in the form of rule-sets that reflect the associations.  ...  in the literature to represent the status quo.  ...  High-level methodology used for data collection, analysis, and knowledge discovery. Figure 3 . 3 Figure 3. High-level methodology used for data collection, analysis, and knowledge discovery.  ... 
doi:10.3390/civileng2040053 fatcat:3hibmavzjjerlcxpqn3iizisn4

The chemiluminescent peroxyoxalate system: state of the art almost 50 years from its discovery

2012 ARKIVOC  
Almost fifty years after the discovery of the peroxyoxalate reaction by E. A.  ...  After a short general introduction on the principles of chemiluminescence and the history of peroxyoxalate discovery, mechanistic aspects of high-energy intermediate formation, its structure and its reaction  ...  in his words "struggling to find a common thread that could explain a variety of chemiluminescent systems in the literature".  ... 
doi:10.3998/ark.5550190.0013.328 fatcat:khaleccubzf5poscq7ermwkkxu

Fault Prognostics for the Predictive Maintenance of Wind Turbines: State of the Art [chapter]

Koceila Abid, Moamar Sayed Mouchaweh, Laurence Cornez
2019 Metasomatic Textures in Granites  
Several fault prognostic works have been published in the literature.  ...  Prognostic is an online technique that can provide valuable information for proactive actions such as the current health state and the Remaining Useful Life (RUL).  ...  Acknowledgments This work is supported by the European Union -European Regional Development Fund.  ... 
doi:10.1007/978-3-030-14880-5_10 dblp:conf/pkdd/AbidMC18 fatcat:tahedgnxsvbkpkavfj5tiz4bum

Knowledge modeling – State of the art

Vladan Devedzic
2001 Integrated Computer-Aided Engineering  
The internal state of a logic-based agent is assumed to be a database of formulae of classical first-order predicate logic.  ...  , knowledge discovery and data mining, distributed AI, knowledge management, and user modeling.  ...  Knowledge Discovery and Data Mining Knowledge Discovery in Databases (KDD) is the process of automatic discovery of previously unknown patterns, rules, and other regular contents implicitly present in  ... 
doi:10.3233/ica-2001-8307 fatcat:m6nkbwouzfbbbkvgpzcdyeftwe

International organization: a state of the art on an art of the state

Friedrich Kratochwil, John Gerard Ruggie
1986 International Organization  
In the process, however, new discoveries have been made, new diagnostic techniques have been developed, and our understanding has deepened, raising the possibility of more effective treatment in the long  ...  In the interwar period, the fate of the field reflected the fate of the world it studied: a creative burst of work on "international government" after 1919, followed by a period of more cautious reassessment  ...  Conclusion In this article, we set out to present a "state of the art" of the field of international organization circa 1985. Our conclusions can be restated very quickly.  ... 
doi:10.1017/s0020818300027363 fatcat:sptzffzunbdkjocd73t3xzawdq

Metabolomics—The State of Art

A. Krastanov
2010 Biotechnology & Biotechnological Equipment  
The approaches of metabolomics are applied in the biological systems, including human, plants, and microorganisms.  ...  Thus the critical evaluation of the contribution that metabolomics has made to the environmental, plant and animal sciences, microbiology and food technology and science, was established.  ...  Additionally, analysing the metabolome of different physiological states of organisms serves as a base for applying the nutrigenomics of interaction of chemical substances in foods, which have the ability  ... 
doi:10.2478/v10133-010-0001-y fatcat:zvhgchqd4jgrxg3ap6belcpwai

Pathway Analysis: State of the Art

Miguel A. García-Campos, Jesús Espinal-Enríquez, Enrique Hernández-Lemus
2015 Frontiers in Physiology  
The methodology of these tools settles in the gathering and usage of knowledge that comprise biomolecular functioning, coupled with statistical testing and other algorithms.  ...  This review attempts to comprise the fundamental knowledge to take into consideration when using pathway analysis as a hypothesis generation tool.  ...  Pathway Analysis: State of the Art  ... 
doi:10.3389/fphys.2015.00383 pmid:26733877 pmcid:PMC4681784 fatcat:powhtiaokbebpkhlkghaeyaesy
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