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Classification system for computer science topics
The ACM Computing Classification System (CCS) is a subject classification system for computing devised by the Association for Computing Machinery (ACM).
ACM Computing Classification System
ACM_Computing_Classification_System
Overview of and topical guide to computer science
application in computer systems. One well known subject classification system for computer science is the ACM Computing Classification System devised by the Association
Outline_of_computer_science
Verification that software meets requirements
what the static verification assumes it does. Under the ACM Computing Classification System, software verification topics appear under "Software and
Software_verification
Way of perceiving information for social purposes
physical spaces. ACM Computing Classification System has classified this field of study under the category of Human-Centered Computing (1st) and Information
Social_visualization
Overview of and topical guide to software engineering
that is the application of engineering to software. The ACM Computing Classification system is a poly-hierarchical ontology that organizes the topics
Outline of software engineering
Outline_of_software_engineering
International Society for Computing
The Association for Computing Machinery (ACM) is an international learned society for computing founded on September 15, 1947, and headquartered in New
Association for Computing Machinery
Association_for_Computing_Machinery
Topics referred to by the same term
corresponding source, a requirement for GNU General Public Licenses ACM Computing Classification System, for publications CeVIO Creative Studio, a speech and singing
CCS
Concept in software engineering and computer science
Ubiquitous computing (or "ubicomp") is a concept in software engineering, hardware engineering and computer science where computing is made to appear seamlessly
Ubiquitous_computing
Classification scheme for mathematics
repositories such as the arXiv. The ACM Computing Classification System (CCS) is a similar hierarchical classification scheme for computer science. There
Mathematics Subject Classification
Mathematics_Subject_Classification
Development of classes and classifications
vertical domain ACM Computing Classification System, a subject classification system for computing devised by the Association for Computing Machinery Uses
Taxonomy
Combined real-and-virtual environment
glasses Spatial computing – Computing paradigm emphasizing 3D spatial interaction with technology Wearable computer – Small computing device worn on the
Extended_reality
Automatically generated taxonomy of research topics in the field of Computer Science
YAGO Freebase Cyc ACM Computing Classification System Mathematics Subject Classification (MSC) Physics and Astronomy Classification Scheme (PACS) PhySH
Computer_Science_Ontology
System of library classification
classification being the Harvard–Yenching Classification, specifically developed for Chinese language materials. ACM Computing Classification System Books
Library of Congress Classification
Library_of_Congress_Classification
Activity involving calculations or computing machinery
Computing is any goal-oriented activity that requires, benefits from, or creates computing machinery. It includes the study and experimentation of algorithmic
Computing
Graphics created using computers
a function of a robot's human likeness. "ACM Computing Classification System ToC". Association for Computing Machinery. September 21, 2016. Archived from
Computer_graphics
System to predict users' preferences
Proceedings of the SIGCHI conference on Human factors in computing systems, pp. 210–217. ACM Press/Addison-Wesley Publishing Co., 1995. Hill, Will, Larry
Recommender_system
Field of study to extract knowledge from data
scientific computing, scientific methods, processing, scientific visualization, algorithms, coding (like Python, SQL, and R), and systems to extract or
Data_science
Computation of nearly accurate results
"Energy-Efficient Approximate Edge Inference Systems". ACM Transactions on Embedded Computing Systems. 22 (4): 77:1–77:50. doi:10.1145/3589766. ISSN 1539-9087
Approximate_computing
Study of computation
of computing, a number of terms for the practitioners of the field of computing were suggested (albeit facetiously) in the Communications of the ACM—turingineer
Computer_science
Type of machine learning model
Hallucination in Natural Language Generation" (pdf). ACM Computing Surveys. 55 (12). Association for Computing Machinery: 1–38. arXiv:2202.03629. doi:10.1145/3571730
Large_language_model
Communications research field
The Sound and Music Computing term was first proposed in the mid 1990s and it was included in the ACM Computing Classification System. Using this name,
Sound_and_music_computing
Topics referred to by the same term
may refer to: Cedar Rapids Community Schools CR Classification, now ACM Computing Classification System Certified Revenue Cycle Specialist César Ritz Colleges
CRCS
Computer system simulating intelligence
soft computing techniques, which are used in artificial intelligence on the one hand and computational intelligence on the other. In hard computing (HC)
Computational_intelligence
Piece of software accessing a server service
thin-client computing". Proceedings of the twentieth ACM symposium on Operating systems principles. Sosp '05. Association for Computing Machinery. pp
Client_(computing)
American computer scientist and engineer
Additionally, he contributed to the revision of the 2011 ACM Computing Classification System, where he led the Hardware category. In the 1990s, Markov
Igor_L._Markov
Engineering approach to software development
"Past ACM Presidents Reflect on Their Service to ACM". Celebrating 75 Years of Advancing Computing as a Science & Profession. Association for Computing Machinery
Software_engineering
Computational approach
processed by the algebra. HDC is suitable for "in-memory computing systems", which compute and hold data on a single chip, avoiding data transfer delays
Hyperdimensional_computing
Programming paradigm in which many processes are executed simultaneously
parallel computing: bit-level, instruction-level, data, and task parallelism. Parallelism has long been employed in high-performance computing, but has
Parallel_computing
Fast Open-Source Audio Feature Extractor“, In Proc. ACM Multimedia (MM), ACM, Florence, Italy, ACM, pp. 1459-1462, October 2010. B. Schuller, B. Vlasenko
OpenSMILE
Numerical programming library for the OCaml programming language
Owl Scientific Computing is a software system for scientific and engineering computing developed in the Department of Computer Science and Technology
Owl_Scientific_Computing
Field studying how people work in groups with the support of computing systems
ubiquitous computing". Proceedings of the 2012 ACM Conference on Ubiquitous Computing. UbiComp '12. Pittsburgh, Pennsylvania: Association for Computing Machinery
Computer-supported cooperative work
Computer-supported_cooperative_work
Subset of artificial intelligence
Neuromorphic computing refers to a class of computing systems designed to emulate the structure and functionality of biological neural networks. These systems may
Machine_learning
American cryptographer (born 1947)
ISBN 978-1-85702-889-8. "Ronald (Ron) Linn Rivest". ACM Turing Award laureates. Association for Computing Machinery. Retrieved April 15, 2023. Hayes, Brian
Ron_Rivest
Finding information for an information need
Information retrieval (IR) in computing and information science is the task of identifying and retrieving information system resources that are relevant
Information_retrieval
Emotion modeling in AI
entitled "Affective Computing" and her 1997 book of the same name published by MIT Press. One motivation for researching affective computing is the ability
Affective_computing
Information describing a problematic situation
In computing, an error message is a relatively short text message that describes a problematic situation. An error message generally indicates that an
Error_message
Network security measure
Adams, Carlisle (2016-06-01). "Out-of-Band Covert Channels—A Survey". ACM Computing Surveys. 49 (2): 1–36. doi:10.1145/2938370. ISSN 0360-0300. S2CID 13902799
Air_gap_(networking)
Non-parametric classification method
classification, a new example is assigned a label based on the labels of its k nearest training examples; in regression, the prediction is computed from
K-nearest_neighbors_algorithm
Hyperparameter optimization framework
Optuna". Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing. SAC '23. New York, NY, USA: Association for Computing Machinery. pp. 1209–1216. doi:10
Optuna
Form of shared internet-based computing
computing Edge device Exchange-traded fund File system Clustered file system Distributed file system Distributed file system for cloud Fog computing Fog
Cloud_computing
Network that allows computers to share resources and communicate with each other
tunnel between the SSL server and the SSL client. Cloud computing Cyberspace Distributed computing History of the Internet Information Age ISO/IEC 11801 –
Computer_network
Computer architecture that can be reprogrammed
Reconfiguration for High-Performance Reconfigurable Computing". ACM Transactions on Reconfigurable Technology and Systems. 1 (4): 1–23. doi:10.1145/1462586.1462590
Reconfigurable_computing
Neumann Medal Grace Murray Hopper Award History of computing History of computing hardware History of computing hardware (1960s–present) History of software
List of pioneers in computer science
List_of_pioneers_in_computer_science
Computer science award
(EATCS) and the Association for Computing Machinery Special Interest Group on Algorithms and Computational Theory (ACM SIGACT). The award is named in honor
Gödel_Prize
Type of decentralized and distributed network architecture
Peer-to-peer (P2P) computing or networking is a distributed computing or networking architecture in which participants share part of their own resources
Peer-to-peer
Subfield of computer science and mathematics
Aspects of Computing Journal of the ACM SIAM Journal on Computing (SICOMP) SIGACT News Theoretical Computer Science Theory of Computing Systems TheoretiCS
Theoretical_computer_science
Software that translates code from one programming language to another
code. Theoretical computing concepts developed by scientists, mathematicians, and engineers formed the basis of digital modern computing development during
Compiler
American computer scientist
capabilities for all major computing platforms. In addition, BGS created products that managed and evaluated computing systems such as UNIX, MVS, VM, OpenVMS
Robert_P._Goldberg
contributions to computer science and society. The Association for Computing Machinery (ACM) was founded in 1947, but computer science developed later as an
African-American women in computer science
African-American_women_in_computer_science
Process of categorizing documents
Fabrizio Sebastiani. Machine learning in automated text categorization. ACM Computing Surveys, 34(1):1–47, 2002. Stefan Büttcher, Charles L. A. Clarke, and
Document_classification
Programming language with hardware abstraction
of the ACM. 17 (8). Association for Computing Machinery: 453–460. CACM-SYMBOL-1974. Retrieved 4 May 2026. Texas Instruments Advanced Systems Division
High-level programming language
High-level_programming_language
Tools and systems for managing one's own data
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. Chi '06. ACM. pp. 271–274. doi:10.1145/1124772.1124813. ISBN 1-59593-372-7
Personal information management
Personal_information_management
Community rating algorithm
"A survey of attack and defense techniques for reputation systems" (PDF). ACM Computing Surveys. 42: 1–31. CiteSeerX 10.1.1.172.8253. doi:10.1145/1592451
Reputation_system
Classification system for research on computer networks
Experimentation and Field Trials Software Engineering Methodologies ACM Computing Classification System Taxonomy (general) Management of the Future Internet dos
Network and service management taxonomy
Network_and_service_management_taxonomy
Textual emotion detection method
Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 2015, pp. 2359-2364
Sentiment_analysis
Austrian-American mathematician
Tokyo. Alt has a long history with the Association for Computing Machinery, known as the ACM. He was one of its founders and served as its third president
Franz_Alt_(mathematician)
American computer scientist
Association for Computing Machinery (ACM), Institute of Electrical and Electronics Engineers (IEEE) for contributions to computer system design, engineering
Randy_Katz
Classification based on users' tags
Media". Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM. pp. 971–980. doi:10.1145/1240624.1240772. ISBN 978-1-59593-593-9
Folksonomy
distributed computing systems to detect application errors, such as a software application stops functioning properly. As the distributed computing projects
Failure_detector
Field of study of computational systems
computational systems. According to the ACM Europe Council and Informatics Europe, informatics is synonymous with computer science and computing as a profession
Informatics
American computer scientist
work containing the COVID-19 outbreak. He is also a fellow of ACM Association for Computing Machinery and fellow of IEEE Institute of Electrical and Electronics
Edward_Y._Chang
Organized collection of data in computing
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software
Database
American computer scientist and entrepreneur
was named the recipient of the 2018 ACM Prize in Computing for contributions to creative and practical sensing systems for sustainability and health. Shwetak
Shwetak_Patel
Moroccan-Swiss computer scientist and academic
of concurrent and distributed computing. He is an ACM Fellow and an associate (area) editor of the Journal of the ACM. In 2018–19, he held the position
Rachid_Guerraoui
Approach to training in machine learning
(2002). PEBL: positive example based learning for web page classification using SVM. ACM SIGKDD. Xiao-Li Li & Bing Liu (2003). Learning to classify text
One-class_classification
Disparities in Commercial Gender Classification, exposing biases in facial recognition systems. Women in computing Timeline of women in science Grier
Timeline of women in computing
Timeline_of_women_in_computing
American computer scientist (1928–2022)
1992 ACM Turing Award 1993 Humboldt Foundation Research Award, 1993 Charter Fellow, ACM, 1994 Honorary Doctor of Humane Letters, 1999 Computing Research
Juris_Hartmanis
Parallel computing architecture
In computing, multiple instruction, single data (MISD) is a type of parallel computing architecture where many functional units perform different operations
Multiple instruction, single data
Multiple_instruction,_single_data
Professor of Computer Science at University of Pennsylvania
Association for the Advancement of Science (AAAS), the Association for Computing Machinery (ACM), the Association for the Advancement of Artificial Intelligence
Dan_Roth
High-level computer programming conceptualization
"Teaching programming languages in a post-linnaean age". ACM SIGPLAN Notices. 43 (11). ACM: 81–83. doi:10.1145/1480828.1480846. S2CID 35714982.. Floyd
Programming_paradigm
Known for Lehman's laws of software evolution
professor in the School of Computing Science at Middlesex University. From 1972 to 2002 he was a Professor and Head of the Computing Department at Imperial
Manny Lehman (computer scientist)
Manny_Lehman_(computer_scientist)
Award in theoretical computer science
Theory and Practice Award is granted yearly by the Association for Computing Machinery (ACM) to honor "specific theoretical accomplishments that have had a
Paris_Kanellakis_Award
Unsolved problem in computational complexity theory
the 51st Annual ACM SIGACT Symposium on Theory of Computing, STOC 2019, Phoenix, AZ, USA, June 23-26, 2019, Association for computing machinery, pp. 1237–1246
Graph_isomorphism_problem
Computing error resulting from the use of identically-named variables
collision in multiple classification hierarchies", Portal ACM (Association for Computing Machinery), by J.L. Knudsen, 1988, webpage: Portal-ACM-607. v t e
Name_collision
Approach in data analysis
V.; Banerjee, A.; Kumar, V. (2009). "Anomaly detection: A survey". ACM Computing Surveys. 41 (3): 1–58. doi:10.1145/1541880.1541882. S2CID 207172599
Anomaly_detection
formalizing the categorization of commits in version control systems. This classification system distinguishes code changes based on their purpose—such as
Conventional Commits Specification
Conventional_Commits_Specification
Sequence of operations for a task
University of New York at Stony Brook Collected Algorithms of the ACM – Associations for Computing Machinery The Stanford GraphBase Archived December 6, 2015
Algorithm
Method of machine learning
nearness from numerical data streams. Proceedings of the 2005 ACM symposium on Applied computing. ACM, 2005 Bruzzone, Lorenzo, and D. Fernàndez Prieto. An incremental-learning
Incremental_learning
American computer scientist
Committee on Widening Participation in Computing Research (CRA-W) from 2014–2017. She serves as a Senior Member of the ACM.[1] Brush received a Bachelor of
A._J._Brush
Ability to guarantee database transactions
Management System". Proceedings of the 2017 ACM International Conference on Management of Data. SIGMOD '17. New York, NY, USA: Association for Computing Machinery
Durability_(database_systems)
Type of feedforward neural network
Geoffrey E. (2017-05-24). "ImageNet classification with deep convolutional neural networks" (PDF). Communications of the ACM. 60 (6): 84–90. doi:10.1145/3065386
Convolutional_neural_network
Classification of quantum processors
computing. Since this paper, FTQC has become a ubiquitous term for error-corrected regimes beyond NISQ. The proposed development of quantum computing
Fault tolerant quantum computing
Fault_tolerant_quantum_computing
System for managing connected databases
for Managing Distributed, Heterogeneous, and Autonomous Databases". ACM Computing Surveys, Vol. 22, No.3. pp. 183–236. Masood, Nayyer; Eaglestone, Barry
Federated_database_system
Open source AI framework by Google
Detection System with OpenCV Mediapipe and Python using Optical Flow (Active) Approach". 2023 3rd International Conference on Advance Computing and Innovative
MediaPipe
American technology company
Argonne Leadership Computing Facility. Retrieved 19 April 2024. Larwood, Mariah; Cerny, Beth. "Argonne deploys new Groq system to ALCF AI Testbed, providing
Groq
Programming for data classification: Partitioning the search space". Proceedings of the 2004 ACM symposium on Applied computing. pp. 1001–1005. doi:10
List of datasets for machine-learning research
List_of_datasets_for_machine-learning_research
Theory of machine learning
Proceedings of the Twenty-Fourth Annual ACM Symposium on Theory of Computing (May 1992), pages 351–369. http://portal.acm.org/citation.cfm?id=129712.129746
Computational_learning_theory
Concept of data breach protection
to enforce access and usage policies. Cloud computing provides on-demand network access to shared computing resources, enabling scalable and flexible data
Data_loss_prevention_software
Influential 2012 deep convolutional neural network
Geoffrey E. (2017-05-24). "ImageNet classification with deep convolutional neural networks" (PDF). Communications of the ACM. 60 (6): 84–90. doi:10.1145/3065386
AlexNet
Technology for sentiment analysis
"Current State of Text Sentiment Analysis from Opinion to Emotion Mining". ACM Computing Surveys. 50 (2): 1–33. doi:10.1145/3057270. S2CID 5275807. Perez Rosas
Multimodal_sentiment_analysis
Diagram that represents a workflow or process
represent a paradigm in computing that focuses on the reversibility of computational processes. Unlike traditional computing models, where operations
Flowchart
Classification of computer architectures
taxonomy is a classification of computer architectures, proposed by Michael J. Flynn in 1966 and extended in 1972. The classification system has stuck, and
Flynn's_taxonomy
ACM, 2 (9): 19–23, doi:10.1145/368424.368435, S2CID 36115735 Weik, Martin H. (1961). A Third Survey of Domestic Electronic Digital Computing Systems (Report)
Glossary_of_computer_science
Process of detecting plagiarism and/or copyright infringement
Document Plagiarism Detection System", SAC '97: Proceedings of the 1997 ACM symposium on Applied computing (PDF), ACM, pp. 70–77, doi:10.1145/331697
Content_similarity_detection
American computer scientist
Transactions on Knowledge and Data Engineering, the INFORMS Journal on Computing, and the ACM Journal of Data and Information Quality, and was a founding co-Editor-in-Chief
Panos_Ipeirotis
Search engine processing step
Search Engines (Yi Chang and Hongbo Deng, Eds.) "Association for Computing Machinery (ACM) Special Interest Group on Information Retrieval (SIGIR) 2010 Workshop
Query_understanding
Statistics about search result quality
(2002). "Cumulated gain-based evaluation of IR techniques". ACM Transactions on Information Systems. 20 (4): 422–446. doi:10.1145/582415.582418. ISSN 1046-8188
Evaluation measures (information retrieval)
Evaluation_measures_(information_retrieval)
Coined term by Ted Nelson in 1974
Proceedings of the 36th ACM Conference on Hypertext and Social Media. HT Adjunct '25. New York, NY, USA: Association for Computing Machinery: 30–34. doi:10
Intertwingularity
from the von Neumann style?: A functional style and its algebra of programs". Communications of the ACM. 21 (8): 613–641. doi:10.1145/359576.359579.
Applicative programming language
Applicative_programming_language
Process which assigns captioning to a digital image
(2008). "Image Retrieval: Ideas, Influences, and Trends of the New Age". ACM Computing Surveys. 40 (2): 1–60. doi:10.1145/1348246.1348248. S2CID 7060187. Nicolas
Automatic_image_annotation
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
Boy/Male
Arabic, Muslim
Perfecting; Completing
Boy/Male
Anglo Saxon American English Latin
Unity.
Surname or Lastname
French
French : habitational name for someone from any of various places called Acy, Romano-Gallic Aciacum ‘estate of Acius’.English : variant of Acey.
Male
English
 English byname transferred to forename use, ACE means "number one." Compare with another form of Ace.
Female
Hebrew
(×Ö¸×¡Ö°× Ö·×ª) Hebrew name of Egyptian origin, ACÄ”NATH means "belonging to the goddess Neith." In the bible, this is the name of Joseph's Egyptian wife.
Surname or Lastname
English
English : from a Norman and Old French personal name, Ace, Asse, from Germanic (Frankish) Azzo, Atso, a pet form of personal names containing adal ‘noble’ as a first element.Possibly an Americanized form of German Atz, which has the same origin as 1.
Boy/Male
Gaelic Scottish
Crooked mouth; and of Cameron: Bent nose; crooked river.
Male
Egyptian
, an Asian.
Girl/Female
Australian, British, English, Irish, Latin, Vietnamese
Orange Fruit; Man with Crooked Nose; Sweet; Mountain Sunset
Boy/Male
Arabic, Muslim
Perfecting; Completing
Female
Vietnamese
 Vietnamese name CAM means "orange." Compare with another form of Cam.
Girl/Female
Tamil
Aim
Boy/Male
Gujarati, Hindu, Indian
The Sacred Syllable
Girl/Female
Indian
Completing the work, Finish
Male
French
 Variant form of Norman French Asce, ACE means "noble at birth." Compare with another form of Ace.
Boy/Male
American, Anglo, Australian, British, Chinese, Christian, English, Latin
Unity; First-rate; Number One
Surname or Lastname
Vietnamese
Vietnamese : unexplained.English (of Norman origin) : habitational name from Caen in Calvados, France (see Cain).English : habitational name from Cam in Gloucestershire.Czech (ÄŒam) : from the personal name ÄŒamir.
Boy/Male
Australian, British, English, Gaelic, Irish, Scottish
Orange Fruit; Man with Crooked Nose
Girl/Female
Bengali, Indian, Telugu
Explanation or Clarification
Girl/Female
Muslim
Completing the work, Finish
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
Surname or Lastname
English
English : probably a habitational name from Birchill in Derbyshire or Birchills in Staffordshire, both named in Old English with birce ‘birch’ + hyll ‘hill’.
Girl/Female
German, Swedish, Teutonic
Bright; Intelligent
Girl/Female
Hindu
Lotus
Girl/Female
Gujarati, Hindu, Indian, Kannada, Malayalam
Flower
Surname or Lastname
English
English : habitational name from Broomwell in Herefordshire named in Old English with brÅm ‘broom’ + wella ‘spring’, ‘stream’.
Boy/Male
Tamil
Fame
Girl/Female
Tamil
Boy/Male
Muslim/Islamic
Cure
Boy/Male
Hindu
The ashwamedha horse
Girl/Female
Arabic, Muslim
Glory of the Women
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
p. pr. & vb. n.
of Compete
n.
The act or process of computing; calculation; reckoning.
n.
The act or process of confuting; refutation.
a.
Not agreeing with some artificial system of classification.
a.
Pertaining to classification; admitting of classification.
n.
Act of completing or perfecting; completion.
n.
The act or process of making clear or transparent, by freeing visible impurities; as, the clarification of wine.
n.
The act of forming into a class or classes; a distibution into groups, as classes, orders, families, etc., according to some common relations or affinities.
a.
Acting in competition; competing; rival.
n.
See Aam.
n.
A systematic arrangement, or classification, of diseases.
n.
A flowering; florification.
n.
The art or act of composing hymns.
p. pr. & vb. n.
of Commute
p. pr. & vb. n.
of Compute
n.
The act of freeing from obscurities.
n.
A description or classification of diseases.
n.
The act or process of digesting; reduction to order; classification; thoughtful consideration.
a.
Characterizing a class or classes; relating to classification.
n.
The science of names or of their classification.