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DATA KNOWLEDGE-ENGINEERING

  • Data & Knowledge Engineering
  • 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

    Data_&_Knowledge_Engineering

  • Knowledge engineering
  • 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

    Knowledge_engineering

  • Data engineering
  • Software engineering approach to designing and developing information systems

    Data engineering is a software engineering approach to the building of data systems, to enable the collection and usage of data. This data is usually used

    Data engineering

    Data_engineering

  • Software Engineering Body of Knowledge
  • 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

  • Conceptual model
  • Theoretical framework

    optional properties", Data & Knowledge Engineering 55: 301–326; doi:10.1016/j.datak.2004.12.009 D. Batra (2005), "Conceptual Data Modeling Patterns", Journal

    Conceptual model

    Conceptual_model

  • Knowledge graph
  • 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

    Knowledge graph

    Knowledge graph

    Knowledge_graph

  • Data mining
  • Process of analyzing large data sets

    from a data set and transforming the information into a comprehensible structure for further use. Data mining is the analysis step of the "knowledge discovery

    Data mining

    Data_mining

  • List of data science journals
  • List of academic journals in data science

    Biomedical Data Science BioData Mining BMC Bioinformatics Computational Statistics & Data Analysis Data & Knowledge Engineering Data Mining and Knowledge Discovery

    List of data science journals

    List_of_data_science_journals

  • Knowledge-based engineering
  • 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

    Knowledge-based_engineering

  • Data science
  • Field of study to extract knowledge from data

    and systems to extract or extrapolate knowledge from potentially noisy, structured, or unstructured data. A data scientist is a professional who creates

    Data science

    Data science

    Data_science

  • Knowledge base
  • Information repository with multiple applications

    between a database and a knowledge-base was clear and unambiguous. A database had the following properties: Flat data: Data was usually represented in

    Knowledge base

    Knowledge_base

  • Data
  • Unit of information

    represented by this data is knowledge. Data are often assumed to be the least abstract concept, information the next least, and knowledge the most abstract

    Data

    Data

    Data

  • Ontology engineering
  • 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

    Ontology engineering

    Ontology_engineering

  • Body of knowledge
  • Term used to represent the complete set of concepts

    management Software Engineering Body of Knowledge (SWEBOK) – for the profession of software engineering Systems Engineering Body of Knowledge (SEBOK) – for

    Body of knowledge

    Body_of_knowledge

  • Domain 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

    Domain_knowledge

  • Deep web
  • 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

    Deep web

    Deep_web

  • Mechatronics
  • Combination of electronics and mechanics

    systems employing mechanical engineering, electrical engineering, electronic engineering and computer science and engineering, and includes a combination

    Mechatronics

    Mechatronics

  • Mathias Weske
  • German computer scientist

    "Case handling: a new paradigm for business process support." Data & Knowledge Engineering 53.2 (2005): 129–162. Decker, G., Kopp, O., Leymann, F., & Weske

    Mathias Weske

    Mathias_Weske

  • Knowledge representation and reasoning
  • 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

  • Data modeling
  • Creating a model of the data in a system

    Data modeling in software engineering is the process of creating a data model for an information system by applying certain formal techniques. It may

    Data modeling

    Data modeling

    Data_modeling

  • Extract, transform, load
  • Procedure in computing

    empirical approach". Data & Knowledge Engineering. 112: 1–16. doi:10.1016/j.datak.2017.08.004. hdl:2117/110172. Kimball, The Data Warehouse Lifecycle Toolkit

    Extract, transform, load

    Extract, transform, load

    Extract,_transform,_load

  • Geotechnical engineering
  • 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

    Geotechnical engineering

    Geotechnical_engineering

  • Knowledge management
  • 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 management

    Knowledge_management

  • Unified Foundational Ontology
  • Ontological framework for conceptual models

    conceptual modeling: A novel ontological theory and engineering support". Data & Knowledge Engineering. 134 101891. doi:10.1016/j.datak.2021.101891. ISSN 0169-023X

    Unified Foundational Ontology

    Unified_Foundational_Ontology

  • Glossary of computer science
  • including knowledge of the application domain, specialized algorithms, and formal logic. computer science The theory, experimentation, and engineering that

    Glossary of computer science

    Glossary_of_computer_science

  • Glossary of artificial intelligence
  • List of concepts in artificial intelligence

    to Support Automated Database Design", IEEE Transactions on Knowledge and Data Engineering, Volume 14, issue 1 (January 2002) by V. C. Storey, R. C. Goldstein

    Glossary of artificial intelligence

    Glossary_of_artificial_intelligence

  • Software engineering
  • Engineering approach to software development

    factor. Thus, software engineering is closely related to the systems engineering discipline. The Systems Engineering Body of Knowledge claims: Software is

    Software engineering

    Software_engineering

  • Web crawler
  • Software that systematically browses the World Wide Web

    ; 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.[permanent

    Web crawler

    Web crawler

    Web_crawler

  • Ontology (information science)
  • Specification of a conceptualization

    ontologies and their success factors for application to business". Data & Knowledge Engineering. 101: 1–23. doi:10.1016/j.datak.2015.11.003. "Project: Dynamic

    Ontology (information science)

    Ontology (information science)

    Ontology_(information_science)

  • Domain model
  • Model in software engineering

    software engineering, a domain model is a conceptual model of the domain that incorporates both behavior and data. In ontology engineering, a domain

    Domain model

    Domain model

    Domain_model

  • Reverse engineering
  • 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

    Reverse engineering

    Reverse_engineering

  • Computer science and engineering
  • University academic program

    historically more related to computer science (e.g. data structures and algorithms), and other to computer engineering (e.g. computer architecture). Some universities

    Computer science and engineering

    Computer science and engineering

    Computer_science_and_engineering

  • Marketing engineering
  • Marketing engineering is currently defined as "a systematic approach to harness data and knowledge to drive effective marketing decision making and implementation

    Marketing engineering

    Marketing_engineering

  • Experimental software engineering
  • Methodology of software-engineering research

    the intent that the data be used as the basis of theories about the processes involved in software engineering (theory backed by data is a fundamental tenet

    Experimental software engineering

    Experimental_software_engineering

  • Prompt engineering
  • 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

    Prompt_engineering

  • Knowledge distillation
  • Machine learning method to transfer knowledge from a large model to a smaller one

    In machine learning, knowledge distillation or model distillation is the process of transferring knowledge from a large model to a smaller one. While

    Knowledge distillation

    Knowledge_distillation

  • Knowledge Engineering Environment
  • 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

  • Site reliability engineering
  • Use of software engineering practices for IT

    to share knowledge, explore effective practices, and discuss trends in site reliability engineering. Chaos engineering Cloud computing Data center Disaster

    Site reliability engineering

    Site_reliability_engineering

  • Unified Modeling Language
  • Software design modeling notation

    analysis of structural validity in entity-relationship modeling". Data & Knowledge Engineering. 47 (2): 167–205. doi:10.1016/S0169-023X(03)00049-1. Hartmann

    Unified Modeling Language

    Unified Modeling Language

    Unified_Modeling_Language

  • Probabilistic programming
  • Software system for statistical models

    (1998). "PSQL: A query language for probabilistic relational data". Data & Knowledge Engineering. 28: 107–120. doi:10.1016/S0169-023X(98)00015-9. "Dyna".

    Probabilistic programming

    Probabilistic_programming

  • Outline of knowledge
  • Overview of and topical guide to Knowledge

    Knowledge Project Management Body of Knowledge Software Engineering Body of Knowledge Data Management Body of Knowledge Specific encyclopedias Bibliography

    Outline of knowledge

    Outline_of_knowledge

  • DevOps
  • Integration of software development and operations

    operations Dyck et al. (2015) "To our knowledge, there is no uniform definition for the terms release engineering and DevOps. As a consequence, many people

    DevOps

    DevOps

    DevOps

  • Observability (software)
  • Ability to collect data about software execution

    In software engineering, more specifically in distributed computing, observability is the ability to collect data about programs' execution, modules'

    Observability (software)

    Observability_(software)

  • Software testing
  • Checking software against expectations

    Richard E., eds. (2014). "Chapter 5". Guide to the Software Engineering Body of Knowledge. 3.0. IEEE Computer Society. ISBN 978-0-7695-5166-1. Retrieved

    Software testing

    Software testing

    Software_testing

  • Annotation
  • Item of metadata attached to a document

    (2016), "TAIPAN: Automatic Property Mapping for Tabular Data", Knowledge Engineering and Knowledge Management, Lecture Notes in Computer Science, vol. 10024

    Annotation

    Annotation

  • Cross-industry standard process for data mining
  • 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

  • Knowledge Graph (Google)
  • Knowledge base to enhance search results

    The information covered by Google's Knowledge Graph grew quickly after its launch in May 2012, tripling its data size within seven months (covering 570

    Knowledge Graph (Google)

    Knowledge Graph (Google)

    Knowledge_Graph_(Google)

  • Pavement engineering
  • includes streets and highways and involves knowledge of soils, hydraulics, and material properties. Pavement engineering involves new construction as well as

    Pavement engineering

    Pavement engineering

    Pavement_engineering

  • List of computer science journals
  • Computing Cybernetics and Human Knowing Data & Knowledge Engineering Data Mining and Knowledge Discovery Data Technologies and Applications Discrete Mathematics

    List of computer science journals

    List_of_computer_science_journals

  • Peter Chen
  • American computer scientist

    which has been held in different countries. He also founded the Data & Knowledge Engineering journal for publishing and disseminating scholarly research results

    Peter Chen

    Peter_Chen

  • Feature engineering
  • Extracting features from raw data for machine learning

    learning and statistical modeling, feature engineering is a preprocessing step which transforms raw data into a more effective set of inputs. Each input

    Feature engineering

    Feature_engineering

  • Peter P. Chen Award
  • Annual conceptual modeling award

    as a means of celebrating the 25th anniversary of the journal Data & Knowledge Engineering. It is presented at the Entity Relationship (ER) International

    Peter P. Chen Award

    Peter_P._Chen_Award

  • Geomatics
  • Geographic data discipline

    management of geographic (geospatial) data. Surveying engineering was the common name used for geomatics engineering in the past. The term was placed by

    Geomatics

    Geomatics

    Geomatics

  • Knowledge extraction
  • Creation of knowledge from structured and unstructured sources

    popular example for knowledge extraction is the transformation of Wikipedia into structured data and also the mapping to existing knowledge (see DBpedia and

    Knowledge extraction

    Knowledge_extraction

  • List of engineering branches
  • 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

    List_of_engineering_branches

  • Information engineering
  • Engineering discipline

    Information engineering is the engineering discipline that deals with the generation, distribution, analysis, and use of information, data, and knowledge in electrical

    Information engineering

    Information engineering

    Information_engineering

  • Uniphore
  • American software company

    agents, low-code automation, knowledge automation, voice and screen capture, customer data platforms, and data engineering. Uniphore Software Systems was

    Uniphore

    Uniphore

  • Quality engineering
  • Principles and practice of product and service quality assurance and control

    models play an important role in mapping this knowledge. The data of the quality engineering knowledge base are generated, processed and made available

    Quality engineering

    Quality_engineering

  • Knowledge engineer
  • standard. A knowledge engineer is required to carry out data collection and data entry, but they must use validation in order to ensure that the data they collect

    Knowledge engineer

    Knowledge_engineer

  • Outline of software engineering
  • 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

  • Knowledge acquisition
  • 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

    Knowledge acquisition

    Knowledge_acquisition

  • Bitmap index
  • Database indexing technique

    K. (2010). "Sorting improves word-aligned bitmap indexes". Data & Knowledge Engineering. 69: 3–28. arXiv:0901.3751. doi:10.1016/j.datak.2009.08.006.

    Bitmap index

    Bitmap_index

  • Anil K. Jain (computer scientist, born 1948)
  • Indian-American computer scientist (born 1948)

    Foundation Frontiers of Knowledge Award 2024". Archived from the original on 2025-01-22. Retrieved 2025-01-22. "Directory". engineering msu edu. Archived from

    Anil K. Jain (computer scientist, born 1948)

    Anil K. Jain (computer scientist, born 1948)

    Anil_K._Jain_(computer_scientist,_born_1948)

  • Sigma knowledge engineering environment
  • 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

  • Cyc
  • 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

    Cyc

    Cyc

  • Process engineering
  • Study of making products from raw materials

    process engineering was properly developed and implemented as its own discipline. The body of knowledge that is now known as process engineering was then

    Process engineering

    Process engineering

    Process_engineering

  • Knowledge modeling
  • 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

    Knowledge_modeling

  • Knowledge economy
  • Approach to generating value

    Ontology Generation for Semantic Web". IEEE Transactions on Knowledge and Data Engineering. 18 (6): 842–856. doi:10.1109/TKDE.2006.87. S2CID 17557226.

    Knowledge economy

    Knowledge_economy

  • Engineering education
  • 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

    Engineering education

    Engineering_education

  • 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

    Engineering

    Engineering

  • Expert system
  • Computer system emulating human expert

    superficial knowledge, and a simple task can potentially become computationally expensive. Expert systems require knowledge engineers to input the data, data acquisition

    Expert system

    Expert system

    Expert_system

  • Build automation
  • Building software via an unattended fashion

    configuration of software for data centers Continuous integration – Software development practice Continuous delivery – Software engineering approach of short cycles

    Build automation

    Build_automation

  • George H. Mealy
  • American computer scientist

    Harvard. In a 2024 article in Data & Knowledge Engineering, researchers described Mealy's 1967 paper "Another Look at Data" as containing the first mention

    George H. Mealy

    George_H._Mealy

  • Product lifecycle
  • Duration of processing of products

    through the engineering, design, and manufacture, as well as the service and disposal of manufactured products. PLM integrates people, data, processes

    Product lifecycle

    Product lifecycle

    Product_lifecycle

  • CI/CD
  • Software development methodology

    In software engineering, CI/CD or CICD is the combined practices of continuous integration (CI) and continuous delivery (CD) or, less often, continuous

    CI/CD

    CI/CD

  • DKE
  • Topics referred to by the same term

    to: DKE Records, a record label associated with Hall & Oates Data & Knowledge Engineering, an academic journal Delta Kappa Epsilon, an American student

    DKE

    DKE

  • Aerospace engineering
  • Branch of engineering

    Early knowledge of aeronautical engineering was largely empirical, with some concepts and skills imported from other branches of engineering. Some key

    Aerospace engineering

    Aerospace engineering

    Aerospace_engineering

  • Waterfall model
  • Modelling software development in sequential phases

    alternatives for knowledge-based creative work. The first known presentation describing the use of such phases in software engineering was held by Herbert

    Waterfall model

    Waterfall_model

  • Code review
  • Activity where one or more people check a program's code

    Software Quality: An Empirical Study Based on PSP Data". IEEE Transactions on Software Engineering. 35 (4): 534–550. Bibcode:2009ITSEn..35..534K. doi:10

    Code review

    Code review

    Code_review

  • Systems engineering
  • 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

    Systems engineering

    Systems_engineering

  • Requirements engineering
  • Defining and maintaining requirements in systems engineering

    org/ieee/29148/5289/") Systems Engineering Body of Knowledge Requirements Engineering Management Handbook by FAA International Requirements Engineering Board (IREB) IBM

    Requirements engineering

    Requirements_engineering

  • Frank Leymann
  • German computer scientist and mathematician

    2019. Leymann, Frank (March 1990). "Universal Relation System". Data & Knowledge Engineering. 5 (1): 21–38. doi:10.1016/0169-023X(90)90031-8. Retrieved 24

    Frank Leymann

    Frank Leymann

    Frank_Leymann

  • Frame (artificial intelligence)
  • Artificial intelligence data structure

    Frames are an artificial intelligence data structure used to divide knowledge into substructures by representing "stereotyped situations". They were proposed

    Frame (artificial intelligence)

    Frame_(artificial_intelligence)

  • Materials science
  • Research of materials

    between the structure of materials and their properties and using this knowledge to design materials for specific applications. The internal structure

    Materials science

    Materials science

    Materials_science

  • Software architecture
  • 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

    Software architecture

    Software_architecture

  • Information
  • Facts provided or learned about something or someone

    various concepts, including constraint, communication, control, data, form, education, knowledge, meaning, understanding, mental stimuli, pattern, perception

    Information

    Information

    Information

  • Project Management Body of Knowledge
  • Body of knowledge for project management

    Body of Knowledge (PMBOK) is a set of standard terminology and guidelines (a body of knowledge) for project management. The body of knowledge evolves

    Project Management Body of Knowledge

    Project_Management_Body_of_Knowledge

  • Personal software process
  • Process to improve programming quality

    time, defects, and size data. The PSP was created by Watts Humphrey to apply the underlying principles of the Software Engineering Institute's (SEI) Capability

    Personal software process

    Personal software process

    Personal_software_process

  • Michael Genesereth
  • American computer scientist

    Benjamins, Richard; Fensel, Dieter (1998). "Knowledge Engineering: Principles and Methods". Data & Knowledge Engineering. 25 (1–2): 161–97. doi:10.1016/S0169-023X(97)00056-6

    Michael Genesereth

    Michael_Genesereth

  • Altair Engineering
  • American multinational information technology

    Altair Engineering Inc. is an American multinational information technology company headquartered in Troy, Michigan, that provides software and cloud

    Altair Engineering

    Altair Engineering

    Altair_Engineering

  • Computational engineering
  • Field of algorithmic training

    computational engineering the engineer encodes their knowledge in a computer program. The result is an algorithm, the computational engineering model, that

    Computational engineering

    Computational engineering

    Computational_engineering

  • Design knowledge
  • Principles invoked in design research

    Industry 57 (2006) 39–55 M. Stokes, Managing Engineering Knowledge: MOKA Methodology for Knowledge Based Engineering Applications, MOKA Consortium, London,

    Design knowledge

    Design_knowledge

  • Structural 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

    Structural engineering

    Structural_engineering

  • Commonsense knowledge (artificial intelligence)
  • Facts assumed to be known to all humans

    also remain on the representation of commonsense knowledge: Most CSKB projects follow a triple data model, which is not necessarily best suited for breaking

    Commonsense knowledge (artificial intelligence)

    Commonsense_knowledge_(artificial_intelligence)

  • Pair programming
  • Collaborative method for developing software

    allow for a better solution, thus effectively expanding the skill set, knowledge, and experience of a programmer as compared to working alone. Each of

    Pair programming

    Pair programming

    Pair_programming

  • Debugging
  • Fixing defects in an engineered system

    In engineering, debugging is the process of finding the root cause, workarounds, and possible fixes for bugs. For software, debugging tactics can involve

    Debugging

    Debugging

  • Artificial intelligence
  • Intelligence in machines

    use knowledge to answer questions intelligently and make deductions about real-world facts. Formal knowledge representation and knowledge engineering use

    Artificial intelligence

    Artificial_intelligence

  • Profiling (computer programming)
  • Measuring the time or resources used by a section of a computer program

    In software engineering, profiling (program profiling, software profiling) is a form of dynamic program analysis that measures, for example, the space

    Profiling (computer programming)

    Profiling_(computer_programming)

  • List of knowledge management topics
  • and knowledge assets. Data mining Knowledge organization Knowledge representation Knowledge transfer Knowledge translation Knowledge base Knowledge graph

    List of knowledge management topics

    List_of_knowledge_management_topics

  • Entity–relationship model
  • Model or diagram describing interrelated things

    Entity-Relationship models—a survey". IEEE Transactions on Knowledge and Data Engineering. 11 (3): 464–497. Bibcode:1999ITKDE..11..464G. CiteSeerX 10

    Entity–relationship model

    Entity–relationship model

    Entity–relationship_model

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