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Methods for developing expert systems
Knowledge engineering (KE) refers to all aspects involved in knowledge-based systems. One of the first examples of an expert system was MYCIN, an application
Knowledge_engineering
The Systems Engineering Body of Knowledge (SEBoK), formally known as Guide to the Systems Engineering Body of Knowledge, is a wiki-based collection of
Systems Engineering Body of Knowledge
Systems_Engineering_Body_of_Knowledge
Field in computer-aided design
Knowledge-based engineering (KBE) is the application of knowledge-based systems technology to the domain of design of manufacturing systems. The design
Knowledge-based_engineering
International standard
The Software Engineering Body of Knowledge (SWEBOK (/ˈswiːˌbɒk/ SWEE-bok)) refers to the collective knowledge, skills, techniques, methodologies, best
Software Engineering Body of Knowledge
Software_Engineering_Body_of_Knowledge
Specialist knowledge within a specific field
with domain knowledge are often regarded as specialists or experts in their field. In software engineering, domain knowledge is knowledge about the environment
Domain_knowledge
Information repository with multiple applications
Information repository Knowledge-based system Knowledge graph Knowledge management Microsoft Knowledge Base Diffbot Ontology engineering Semantic network Semantic
Knowledge_base
Type of knowledge base
In knowledge representation and reasoning, a knowledge graph is a knowledge base that uses a graph-structured data model or topology to represent and operate
Knowledge_graph
Academic journal
Data & Knowledge Engineering is a monthly peer-reviewed academic journal in the area of database systems and knowledge base systems. It is published by
Data_&_Knowledge_Engineering
Applied science and research
"Management Engineering: A New Perspective on the Integration of Engineering and Management Knowledge". IEEE Transactions on Engineering Management. 68
Engineering
Disciplines into which the field of engineering is conventionally divided
mathematics Engineering notation Engineering optimization Engineering statistics Front-end engineering Knowledge engineering Life-cycle engineering Redundancy
List_of_engineering_branches
Field that studies the methods and methodologies for building ontologies
objectives of ontology engineering are also central in conceptual modeling. Ontology engineering aims at making explicit the knowledge contained within software
Ontology_engineering
Field of artificial intelligence
Knowledge representation (KR) aims to model information in a structured manner to formally represent it as knowledge in knowledge-based systems whereas
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
Knowledge: what is known, understood, proven; information and products of learning
Knowledge acquisition Knowledge base Knowledge engineering Knowledge engineer Knowledge extraction Knowledge level Knowledge level modeling Knowledge
Outline_of_knowledge
1960s artificial intelligence project
the first essential component of knowledge engineering is a large “knowledge base.” Dendral has specific knowledge about the mass spectrometry technique
Dendral
Skills, ideas and experiences
Tacit knowledge or implicit knowledge is knowledge that is difficult to extract or articulate—as opposed to conceptualized, formalized, codified, or explicit
Tacit_knowledge
Processing of knowledge to accomplish organizational goals
Knowledge Management Journal of Knowledge Management Practice Knowledge cafe Knowledge community Knowledge ecosystem Knowledge engineering Knowledge management
Knowledge_management
Knowledge base to enhance search results
The Knowledge Graph is a knowledge base from which Google serves relevant information in an infobox beside its search results. This allows the user to
Knowledge_Graph_(Google)
Theoretical framework
do practitioners use conceptual modeling in practice?". Data & Knowledge Engineering. 58 (3): 358–380. doi:10.1016/j.datak.2005.07.007. Davidson, E.
Conceptual_model
Process used to define the rules and ontologies required for a knowledge-based system
acquisition of domain expert knowledge was one of if not the most critical task in the knowledge engineering process. This knowledge acquisition process became
Knowledge_acquisition
Engineering approach to software development
7 subcommittee and published as the Software Engineering Body of Knowledge (SWEBOK). Software engineering is considered one of the major computing disciplines
Software_engineering
Specification of a conceptualization
the field of artificial intelligence (AI) have recognized that knowledge engineering is the key to building large and powerful AI systems[citation needed]
Ontology (information science)
Ontology_(information_science)
Format for expressing RDF statements in HTML documents
Retrieved 2019-01-09. "RDFaCE — Agile Knowledge Engineering and Semantic Web (AKSW)". "RDFaCE — Agile Knowledge Engineering and Semantic Web (AKSW)". "Google
RDFa
standard for knowledge based systems. Its components are: A methodology for managing knowledge engineering projects. A knowledge engineering workbench.
Knowledge Acquisition and Documentation Structuring
Knowledge_Acquisition_and_Documentation_Structuring
Expert systems development tool
Knowledge Engineering Environment (KEE) is a frame-based development tool for expert systems. It was developed and sold by IntelliCorp, and was first
Knowledge Engineering Environment
Knowledge_Engineering_Environment
Process of extracting design information from anything artificial
under consideration and the technologies employed, the knowledge gained during reverse engineering can help with repurposing obsolete objects, doing security
Reverse_engineering
June 2009 — composed in conjunction with the AIPS-2002 Workshop on Knowledge Engineering Tools and Techniques for AI Planning Bultman, Arne; Kuipers, Joris;
Knowledge_engineer
Overview of and topical guide to software engineering
Computer engineering Electrical engineering Software engineering Domain engineering Information technology engineering Knowledge engineering User interface
Outline of software engineering
Outline_of_software_engineering
Academic fields of study or professions
and technology Integrated library system Interlibrary loan Knowledge engineering Knowledge management Library Library binding Library circulation Library
Outline of academic disciplines
Outline_of_academic_disciplines
Computer program that uses a knowledge base and reasoning to solve problems
A knowledge-based system (KBS) is a computer program that reasons and uses a knowledge base to solve complex problems. Knowledge-based systems were the
Knowledge-based_systems
Process of analyzing large data sets
"A survey of Knowledge Discovery and Data Mining process models" Archived 2013-05-26 at the Wayback Machine. The Knowledge Engineering Review. Volume
Data_mining
as WolframAlpha have also described themselves as knowledge engines. Knowledge engineering Knowledge engineer "Dicodess - A Software Framework for Developing
Knowledge_engine
Open standard process model
and Petr Musilek (2006); A survey of Knowledge Discovery and Data Mining process models. The Knowledge Engineering Review. Volume 21 Issue 1, March 2006
Cross-industry standard process for data mining
Cross-industry_standard_process_for_data_mining
Data collection techniques
counseling, education, knowledge engineering, linguistics, management, philosophy, psychology, or other fields to gather knowledge or information from people
Elicitation_technique
AI researcher
professor emeritus of knowledge engineering at Auckland University of Technology, founding director of the Knowledge Engineering and Discovery Research
Nikola_Kasabov
Intelligence of machines
performance on complex problems in mathematics and coding. Knowledge representation and knowledge engineering allow AI programs to answer questions intelligently
Artificial_intelligence
Academic journal
Software Engineering and Knowledge Engineering was founded in 1991 and is published by World Scientific, covering areas relating to software engineering and
International Journal of Software Engineering and Knowledge Engineering
International_Journal_of_Software_Engineering_and_Knowledge_Engineering
In the computer science fields of knowledge engineering and ontology, the Sigma knowledge engineering environment (SigmaKEE) is an open source computer
Sigma knowledge engineering environment
Sigma_knowledge_engineering_environment
Authority in a particular area or topic
liabilities. Advisor Consultant Domain knowledge – Specialist knowledge within a specific field Knowledge engineering Professional Subject-matter expert Turing
Subject-matter_expert
enables the knowledge to be interpreted by software and to be stored in a database or data exchange file. Knowledge-based engineering or knowledge-aided design
Knowledge_modeling
Technical civil services of India
The Engineering Services Examination (ESE) is a standardized test conducted annually by the Union Public Service Commission (UPSC) to recruit officers
Engineering Services Examination
Engineering_Services_Examination
Computer program acting for a user
Software bot Nwana, H. S. (1996). "Software Agents: An Overview". Knowledge Engineering Review. 21 (3): 205–244. CiteSeerX 10.1.1.50.660. doi:10.1017/s026988890000789x
Software_agent
Symbolics operating system based on Lisp
Illustrate, graphics editor Knowledge Engineering Environment (KEE), an expert system shell, from IntelliCorp Knowledge Craft, an expert system shell
Genera_(software)
College in central Israel
Academic Center (English) Ruppin Academic Center (Hebrew) Knowledge Engineering and Robotics(Hebrew) Knowledge Engineering and Robotics Lab (English)
Ruppin_Academic_Center
Computer system emulating human expert
winter CLIPS Constraint logic programming Constraint satisfaction Knowledge engineering Learning classifier system Rule-based machine learning Jackson,
Expert_system
Scientific study of earth materials in engineering problems
solve its engineering problems. It also relies on knowledge of geology, hydrology, geophysics, and other related sciences. Geotechnical engineering has applications
Geotechnical_engineering
Award by the Royal Society of London
"substantial contribution to the improvement of natural knowledge, including mathematics, engineering science, and medical science". Fellowship of the Society
Fellow_of_the_Royal_Society
Extension of the Web to facilitate data exchange
Marshall and Shipman, the tacit and changing nature of much knowledge adds to the knowledge engineering problem, and limits the Semantic Web's applicability
Semantic_Web
Branch of engineering which deals with the optimization of complex processes or systems
specialized knowledge and skill in the mathematical, physical, and social sciences together with the principles and methods of engineering analysis and
Industrial_engineering
Computer science textbook
2022-03-30. Kilov, Haim (November 1986). Byte Magazine Volume 11 Number 12: Knowledge Representation. p. 70. Wadler, P (1987-03-01). "A critique of Abelson
Structure and Interpretation of Computer Programs
Structure_and_Interpretation_of_Computer_Programs
Information systems supporting business or organizational decision-making activities
environment and the decision making approach of the user. DSSs include knowledge-based systems. A properly designed DSS is an interactive software-based
Decision_support_system
Knowledge of a community of agents
distributed knowledge is all the knowledge that a community of agents possesses and might apply in solving a problem. Distributed knowledge is approximately
Distributed_knowledge
Combination of electronics and mechanics
systems employing mechanical engineering, electrical engineering, electronic engineering and computer science and engineering, and includes a combination
Mechatronics
Interdisciplinary field of engineering
cycles. At its core, systems engineering utilizes systems thinking principles to organize the systems engineering body of knowledge. The individual outcome
Systems_engineering
Branch of civil engineering dealing with man-made structures
glossary of structural engineering. Structural engineering theory is based upon applied physical laws and empirical knowledge of the structural performance
Structural_engineering
Knowledge about knowledge
scientific domains as, knowledge engineering, knowledge management, and others dealing with study and operations on knowledge, seen as a unified object/entities
Metaknowledge
Approach to generating value
knowledge economy, or knowledge-based economy, is an economic system in which the production of goods and services is primarily driven by knowledge-intensive
Knowledge_economy
Graphics Computing Cybernetics and Human Knowing Data & Knowledge Engineering Data Mining and Knowledge Discovery Data Technologies and Applications Discrete
List of computer science journals
List_of_computer_science_journals
Connection between computers or programs
Introduction to Software Architecture" (PDF). Advances in Software Engineering and Knowledge Engineering. 1. Retrieved 8 August 2016. de Ternay, Guerric (Oct 10
API
Forms of artificial intelligence research
Scruffy programming requires large amounts of hand coding and knowledge engineering. Scruffy experts have argued that general intelligence can only
Neats_and_scruffies
Body of knowledge proposal for civil engineering
The Civil Engineering Body of Knowledge is a body of knowledge, set forth in a proposal by the American Society of Civil Engineers (ASCE) entitled Civil
Civil Engineering Body of Knowledge
Civil_Engineering_Body_of_Knowledge
Facts assumed to be known to all humans
In artificial intelligence research, commonsense knowledge consists of facts about the everyday world, such as "Lemons are sour" or "Cows say moo", that
Commonsense knowledge (artificial intelligence)
Commonsense_knowledge_(artificial_intelligence)
Computer scientist
scientist at the Technical University of Munich and completed a PhD in knowledge engineering (Dr rer nat) at the Free University Berlin in 2007.[citation needed]
Elena_Simperl
Creation of knowledge from structured and unstructured sources
Knowledge extraction is the creation of knowledge from structured (relational databases, XML) and unstructured (text, documents, images) sources. The
Knowledge_extraction
Content of the World Wide Web that is not indexed by search engines
Lim, Ee-Peng (2005). "DEQUE: Querying the Deep Web" (PDF). Data & Knowledge Engineering. 52 (3): 273–311. doi:10.1016/S0169-023X(04)00107-7. Barbosa, Luciano;
Deep_web
management information systems has a long history – indeed terms such as "Knowledge-based systems" (KBS) and "intelligent systems" have been used since the
Intelligent decision support system
Intelligent_decision_support_system
Expert system for bacterial infections
introduced (including one based on MYCIN, known as E-MYCIN (followed by Knowledge Engineering Environment - KEE)) and supported the development of expert systems
Mycin
Computer specialized in running Lisp
systems of the 80s were available: Intellicorp's Knowledge Engineering Environment (KEE), Knowledge Craft, from The Carnegie Group Inc., and ART (Automated
Lisp_machine
Knowledge base that represents semantic relations between concepts in a network
network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form of knowledge representation
Semantic_network
Standard for data integration
standard instances would be for reference and would act as a knowledge base with knowledge about the types of objects. In the early nineties EPISTLE started
ISO_15926
Public university in Maastricht, Netherlands
containing a variety of organisational units, such as the department of knowledge engineering and the Maastricht Graduate School of Governance. Together with
Maastricht_University
Term used to represent the complete set of concepts
software engineering Systems Engineering Body of Knowledge (SEBOK) – for the profession of systems engineering *Psychotraumatology Body of Knowledge (PsyTBOK)
Body_of_knowledge
Domain engineering is the entire process of reusing domain knowledge in the production of new software systems. It is a key concept in systematic software
Domain_engineering
look at logical reasoning. Knowledge level Knowledge engineering Lieto, A.; Lebiere, C.; Oltramari, A. (2018). "The knowledge level in cognitive architectures:
Knowledge_level_modeling
German computer scientist
V.Richard; Fensel, Dieter (1998). "Knowledge engineering: Principles and methods". Data & Knowledge Engineering. 25 (1–2): 161–197. doi:10.1016/S0169-023X(97)00056-6
Rudi_Studer
Mechanical Engineering Science, vol. 220, pp. 537–552, 2006. Ö. Akgöbek, Y. S. Aydin, E. Öztemel, and M. S. Aksoy, "A new algorithm for automatic knowledge acquisition
Rules extraction system family
Rules_extraction_system_family
Engineering discipline specializing in the design of computer hardware
with most engineering disciplines, having a sound knowledge of mathematics and science is necessary for computer engineers. Computer engineering is referred
Computer_engineering
Overview of and topical guide to engineering
engineering Computer-aided engineering Knowledge engineering Language engineering Release engineering Teletraffic engineering Usability engineering Sustainable
Outline_of_engineering
Engineering discipline focused on physical infrastructure
history. Because civil engineering is a broad profession, including several specialized sub-disciplines, its history is linked to knowledge of structures, materials
Civil_engineering
Software able to infer logical consequences
Notation3. D3web, a platform for knowledge-based systems (expert systems). Flora-2, an object-oriented, rule-based knowledge-representation and reasoning
Semantic_reasoner
Educational activity of teaching knowledge and principles of engineering
Engineering education is the activity of teaching knowledge and principles to the professional practice of engineering. It includes an initial education
Engineering_education
The first level is an 8-hour close-book basic knowledge exam, covering coures of undergraduate engineering degrees. After passing this exam, participants
Regulation and licensure in engineering
Regulation_and_licensure_in_engineering
Subfield of AI
Knowledge collection from volunteer contributors (KCVC) is a subfield of knowledge acquisition within artificial intelligence which attempts to drive down
Knowledge collection from volunteer contributors
Knowledge_collection_from_volunteer_contributors
High level structures of a software system
architecture knowledge management. There is no sharp distinction between software architecture versus design and requirements engineering (see Related
Software_architecture
University of Toronto ontology project
an aerospace engineering firm. The TOVE enterprise models is presented by Fox et al. (1995) as second generation knowledge engineering approach. A first
TOVE_Project
Simplified view of selected parts of the world
these terms is shown in the figure to the right. Not all workers in knowledge engineering use the term "conceptualization", but instead refer to the conceptualization
Conceptualization (information science)
Conceptualization_(information_science)
Subfield of machine learning
expert system or rule-based system, and so can be obtained through knowledge engineering. In this way, a decision model represents a mechanism for combining
Decision_intelligence
British government information technology research program
specific technology such as robotics, but rather supported research in knowledge engineering in the United Kingdom. It has been likened in operations to the
Alvey_Programme
Artificial intelligence project
ontology and knowledge base that spans the basic concepts and rules about how the world works. Hoping to capture common sense knowledge, Cyc focuses on
Cyc
Structuring text as input to generative artificial intelligence
system instructions, retrieved knowledge, tool definitions, conversation summaries, and task metadata. Context engineering is performed to improve reliability
Prompt_engineering
Type of upper ontology for computer systems
"agent" or "process"). SUMO has an associated open source Sigma knowledge engineering environment. Initially, Sumo was developed by the Teknowledge Corporation
Suggested Upper Merged Ontology
Suggested_Upper_Merged_Ontology
Concept in natural language processing
of the art in semantic relatedness: a framework for comparison". Knowledge Engineering Review. 32 e10: 1–30. doi:10.1017/S0269888917000029. S2CID 52172371
Semantic_similarity
American computer scientist
the design and development of knowledge systems". Its aim was to allow people without training in knowledge-engineering technology to use it for commercial
Edward_Feigenbaum
Principles and practice of product and service quality assurance and control
{\text{Results of work efforts}}{\text{Total costs}}}} Quality engineering body of knowledge includes: Management and leadership The quality system Elements
Quality_engineering
Industrial modeling framework
defines a graphical modeling language for representing the encompassed knowledge. MFM originated as a modeling language for capturing how human operators
Multilevel_Flow_Modeling
Knowledge translation Knowledge base Knowledge graph Knowledge-based system Knowledge engineering Knowledge management software Business intelligence Enterprise
List of knowledge management topics
List_of_knowledge_management_topics
Notion in combinatorial game theory
of the Game OnTop (PDF) (Thesis). Maastricht University, Dept of Knowledge Engineering. Mark H.M. Winands (2004). Informed Search in Complex Games (PDF)
Game_complexity
Restructuring existing computer code without changing its external behavior
of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. pp. 307–316. doi:10.5220/0008350803070316
Code_refactoring
Programming language
in the 1970s, which influenced commercial developments such as Knowledge Engineering Environment (KEE) and Automated Reasoning Tool (ART). The two major
Planner (programming language)
Planner_(programming_language)
Formal language used to construct ontologies
allow the encoding of knowledge about specific domains and often include reasoning rules that support the processing of that knowledge. Ontology languages
Ontology_language
Practice that uses internet platforms to promote communication within virtual teams
and support collaboration and knowledge exchange. Previous work reveals that network size has a positive effect on knowledge transfer as it provides the
Collaborative innovation network
Collaborative_innovation_network
KNOWLEDGE ENGINEERING
KNOWLEDGE ENGINEERING
Girl/Female
Tamil
Chitkala | சிதà¯à®•à®²à®¾
Knowledge
Chitkala | சிதà¯à®•à®²à®¾
Girl/Female
Indian
Knowledge
Girl/Female
Tamil
Knowledge
Boy/Male
Indian
Knowledge
Girl/Female
Tamil
Knowledge
Boy/Male
Indian
Knowledge
Boy/Male
Indian
Knowledge
Girl/Female
Tamil
Mithriya | மீதà¯à®°à¯€à®¯à®¾
Knowledge
Mithriya | மீதà¯à®°à¯€à®¯à®¾
Girl/Female
Tamil
Bindhya | பீநà¯à®¤à¯à®¯à®¾
Knowledge
Bindhya | பீநà¯à®¤à¯à®¯à®¾
Boy/Male
Tamil
Knowledge
Girl/Female
Tamil
Budhipriya | பà¯à®¤à¯€à®ªà¯à®°à®¿à®¯à®¾
Knowledge
Budhipriya | பà¯à®¤à¯€à®ªà¯à®°à®¿à®¯à®¾
Boy/Male
Tamil
Knowledge
Girl/Female
Indian
Knowledge
Boy/Male
Tamil
Prabodhan | பà¯à®°à®ªà¯‹à®¤à®¨
Knowledge
Prabodhan | பà¯à®°à®ªà¯‹à®¤à®¨
Girl/Female
Tamil
Knowledge
Boy/Male
Hindu, Indian, Punjabi, Sikh
True Knowlege; Lord Brahma; Having the True Knowledge
Boy/Male
Indian
Knowledge
Girl/Female
Indian
Knowledge
Boy/Male
Indian
Knowledge
Boy/Male
Tamil
Pratibodh | பà¯à®°à®¤à®¿à®ªà¯‹à®¤
Knowledge
KNOWLEDGE ENGINEERING
KNOWLEDGE ENGINEERING
Girl/Female
British, English, French, Latin, Portuguese
Rules
Girl/Female
American, Australian, British, English, French, Latin
Healthy; Strong; Brave
Boy/Male
American, British, English
From the Cliff Land
Boy/Male
Hindu
Fair complexioned
Boy/Male
Arabic, Muslim, Sindhi
Highland
Boy/Male
Indian
Devoted worshipper of Allah
Girl/Female
Biblical Latin
Evening, desert, ravens.
Girl/Female
Muslim/Islamic
Imperial Abundant, Inhabited
Female
English
Anglicized form of Irish Gaelic Féidhelm, possibly FIDELMA means "hospitable."
Boy/Male
Hindu
Well bred
KNOWLEDGE ENGINEERING
KNOWLEDGE ENGINEERING
KNOWLEDGE ENGINEERING
KNOWLEDGE ENGINEERING
KNOWLEDGE ENGINEERING
n.
Knowledge.
v. t.
To acknowledge.
v. i.
That which is gained and preserved by knowing; instruction; acquaintance; enlightenment; learning; scholarship; erudition.
v. i.
Sexual intercourse; -- usually preceded by carnal; as, carnal knowledge.
n.
Knowledge; knowledge of principles and causes; ascertained truth of facts.
n.
Superficial knowledge; a smattering.
v. t.
To own with gratitude or as a benefit or an obligation; as, to acknowledge a favor, the receipt of a letter.
n.
Deliberate consideration; knowledge.
a.
Knowing; having knowledge.
n.
Knowledge; hence, experience.
v. i.
Scope of information; cognizance; notice; as, it has not come to my knowledge.
n.
Knowledge; understanding.
n.
Prior knowledge.
v.
Knowledge.
v. i.
That which is or may be known; the object of an act of knowing; a cognition; -- chiefly used in the plural.
v. t.
To of or admit the knowledge of; to recognize as a fact or truth; to declare one's belief in; as, to acknowledge the being of a God.
n.
The knowledge of a sciolist; superficial knowledge.
n.
Knowledge of one's self, or of one's own character, powers, limitations, etc.
v. i.
That familiarity which is gained by actual experience; practical skill; as, a knowledge of life.
v. i.
The act or state of knowing; clear perception of fact, truth, or duty; certain apprehension; familiar cognizance; cognition.