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Automated Knowledge Base Management: A Survey

Jorge Martinez
2018 Figshare  
A fundamental challenge in the intersection of Artificial Intelligence and Databases consists of developing methods to automatically manage Knowledge Bases which can serve as a knowledge source for computer  ...  However, there are still a number of challenges that remain open.  ...  Open problems From the state-of-the-art, we can deduce that a lot of successful work have been done in the field of automated knowledge-base management during the last years.  ... 
doi:10.6084/m9.figshare.6634673 fatcat:5yuuag5lkvhe7m3bfsbyw27iv4

Automated Knowledge Base Management: A Survey

Jorge Martinez
2017 Figshare  
A fundamental challenge in the intersection of Artificial Intelligence and Databases consists of developing methods to automatically manage Knowledge Bases which can serve as a knowledge source for computer  ...  However, there are still a number of challenges that remain open.  ...  Open problems From the state-of-the-art, we can deduce that a lot of successful work have been done in the field of automated knowledge-base management during the last years.  ... 
doi:10.6084/m9.figshare.5630059.v1 fatcat:fobdvcbv6nb43fkdfqm5uxgbva

Automated knowledge base management: A survey

Jorge Martinez-Gil
2015 Computer Science Review  
A fundamental challenge in the intersection of Artificial Intelligence and Databases consists of developing methods to automatically manage Knowledge Bases which can serve as a knowledge source for computer  ...  However, there are still a number of challenges that remain open.  ...  Open problems From the state-of-the-art, we can deduce that a lot of successful work have been done in the field of automated knowledge-base management during the last years.  ... 
doi:10.1016/j.cosrev.2015.09.001 fatcat:vqj5bffs45ggjewrsunwlgkq6u

A survey of noise reduction methods for distant supervision

Benjamin Roth, Tassilo Barth, Michael Wiegand, Dietrich Klakow
2013 Proceedings of the 2013 workshop on Automated knowledge base construction - AKBC '13  
We survey recent approaches to noise reduction in distant supervision learning for relation extraction.  ...  We find that all of them are based on one of three basic principles: at-leastone constraints, topic-based models, or pattern correlations.  ...  , which is also known as knowledge-base population (KBP) [9] .  ... 
doi:10.1145/2509558.2509571 dblp:conf/cikm/RothBWK13 fatcat:36j3dxr535djtlgfiqknovl56a

Developing an activity-based knowledge management system for contractors

H. Ping Tserng, Yu-Cheng Lin
2004 Automation in Construction  
This study addresses application of knowledge management to construction projects in the construction phase and proposes a Construction Activity-Based Knowledge Management (ConABKM) concept and system  ...  Knowledge Management (KM) has become an important term in the IT industry. Knowledge management involves creating, securing, capturing, coordinating, combining, retrieving and distributing knowledge.  ...  The development of a survey to obtain data from the Taiwan construction industry on knowledge manage-ment processes extends a larger study of the current problems of knowledge management.  ... 
doi:10.1016/j.autcon.2004.05.003 fatcat:edr4ihwphrc2rhlxf242hbagfi

PRATO: An Automated Taxonomy-Based Reviewer-Proposal Assignment System

2018 Interdisciplinary Journal of Information, Knowledge, and Management  
Aim/Purpose: This paper reports our implementation of a prototype system, namely PRATO (Proposals Reviewers Automated Taxonomy-based Organization), for automatic assignment of proposals to reviewers based  ...  Background: The process of assigning reviewers to proposals tends to be a complicated task as it involves inspecting the matching between a given proposal and a reviewer based on different criteria.  ...  Additionally, based on surveying the available specialty interests within the university for areas that lack a referenced categorizing scheme (e.g., History, Geography, and the Arabic Language), several  ... 
doi:10.28945/4134 fatcat:ms7h4fedl5dwrli2gqcgwaqxlm

A Knowledge-based Automated Debugger in Learning System [article]

Abdullah Mohd Zin, Zarina Shukur Universiti Kebangsaan Malaysia, Bangi, Malaysia
2001 arXiv   pre-print
We propose a new knowledge-based automated debugger to be used as a user-friendly tool by the students to self-debug their own programs.  ...  Stereotyped code (cliche) and bugs cliche will be stored as library of plans in the knowledge-base. Recognition of correct code or bugs is based on pattern matching and constraint satisfaction.  ...  an automatic plan parser tool and a plan base manager tool.  ... 
arXiv:cs/0101008v1 fatcat:o5nn2bdegffqzm4ot7iqj7yvlq

Survey of Knowledge Based Approaches to Automating Program Formation

Pavol Navrat
1996 Journal of King Saud University: Computer and Information Sciences  
The paper presents a critical overview of the development in the area of automating the program formation. seen in a broader perspecti ve from automatic program synthesis to computer aided software engineering  ...  In parallel, knowledge engineering methods should be considered because they allow building models of the respective domain.  ...  Lisp Tutor has available a fairly large base on programming knowledge expressed as rules.  ... 
doi:10.1016/s1319-1578(96)80003-6 fatcat:4i6wno2jtjen7ccxqwi4rfcgyi

A Knowledge-based Security Policy Framework for Business Process Management

Dong Huang, Yi Yang, Jacques Calmet
2006 2006 International Conference on Computational Inteligence for Modelling Control and Automation and International Conference on Intelligent Agents Web Technologies and International Commerce (CIMCA'06)  
The main contribution include also a new ontology for representing security constraints as policy and a knowledge management method to our proposed knowledge-based policy framework; we also show the possibility  ...  Business Process Management (BPM) is often a key component of the business change.  ...  Together Abox and Tbox statements make up a knowledge base. • Management Tools.  ... 
doi:10.1109/cimca.2006.12 dblp:conf/cimca/HuangYC06 fatcat:fjsjvz5cuvcznbahbqtlk33qeu

Automating App Review Response Generation Based on Contextual Knowledge [article]

Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo, Qi Xie, Michael R. Lyu
2020 arXiv   pre-print
In this paper, we propose a novel end-to-end neural network approach, named CoRe, with the contextual knowledge naturally incorporated and without involving external tools.  ...  To ensure good user experience and assist app development, several prior studies resort to analysis of app reviews, a type of app repository that directly reflects user opinions about the apps.  ...  [24] perform a comprehensive survey of neural conversation models in this area.  ... 
arXiv:2010.06301v1 fatcat:5phg5xqk5vdxrkm62opuwr2vay

A study of the knowledge base requirements for passing an elementary science test

Peter Clark, Philip Harrison, Niranjan Balasubramanian
2013 Proceedings of the 2013 workshop on Automated knowledge base construction - AKBC '13  
The result of our analysis suggests that as well as fact extraction from text and statistically driven rule extraction, three other styles of automatic knowledge-base construction (AKBC) would be useful  ...  As a medium-term focus for this, our goal is to have the computer pass a fourth-grade science test, anticipating that much of the required knowledge will need to be acquired semi-automatically.  ...  This type of knowledge is similar to what LoBue and Yates call "form-based knowledge" [15] .  ... 
doi:10.1145/2509558.2509565 dblp:conf/cikm/ClarkHB13 fatcat:juqfvsssuvbunhsgppigriqpqy

A survey on customer relationship management

D. Prabha, R. Siva Subramanian
2017 2017 4th International Conference on Advanced Computing and Communication Systems (ICACCS)  
So we are going to present a survey on CRM.  ...  In CRM domain, the most widespread applications are related to the management of the contents of clients' messages.  ...  VIII.OPEN AREAS FOR FURTHER RESEARCH As we see the literature survey we notice following problems in the solutions  An integrated architecture can be designed to use automated text mining for automating  ... 
doi:10.1109/icaccs.2017.8014601 fatcat:w66oszfkl5dmtc6orv56axljfi

Business Process Management: A Survey [chapter]

Wil M. P. van der Aalst, Arthur H. M. ter Hofstede, Mathias Weske
2003 Lecture Notes in Computer Science  
Although the practical relevance of BPM is undisputed, a clear definition of BPM and related acronyms such as BAM, BPA, and STP are missing. Moreover, a clear scientific foundation is missing.  ...  Business Process Management (BPM) includes methods, techniques, and tools to support the design, enactment, management, and analysis of operational business processes.  ...  Based on the brief characterization of case handling provided above, we mention that in the case handling paradigm knowledge workers enjoy a great degree of freedom in organizing and performing their work  ... 
doi:10.1007/3-540-44895-0_1 fatcat:3nfuo6qlwfgr3d2c24vif4h3u4

Automated Quantitative Assessment of Proteins' Biological Function in Protein Knowledge Bases

Gabriele Mayr, Günter Lepperdinger, Peter Lackner
2008 Advances in Bioinformatics  
In lieu of a standardized procedure for scoring the existing knowledge regarding individual proteins, we here report about a computer-assisted method, which we applied to score the present knowledge about  ...  Bioscientists frequently extract single entries and further evaluate those on a subjective basis.  ...  base [7] .  ... 
doi:10.1155/2008/897019 pmid:19920991 pmcid:PMC2774577 fatcat:gtbiy65shzcf7ivcbarll3s3mm

KNN based knowledge-sharing model for severe change order disputes in construction

Jieh-Haur Chen
2008 Automation in Construction  
The benefits of this research are not only the development of knowledge modeling but also to help construction practitioners utilize knowledge sharing to prevent unnecessary expense and loss.  ...  The data used for the modeling is collected from a nationwide investigation of U.S.A. court records.  ...  A survey conducted by a project-based organization in the United Kingdom found that approximately 50% of respondents from the majority of the construction industry felt that KM could be of benefit to their  ... 
doi:10.1016/j.autcon.2008.02.005 fatcat:2reaalubvrdanbekbxdlssnl5e
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