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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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 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
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)
Version control commit specification
the NPM Ecosystem". ACM Transactions on Software Engineering and Methodology. 34 (4). New York, NY, USA: Association for Computing Machinery: 111:1–111:23
Conventional Commits Specification
Conventional_Commits_Specification
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
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
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
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
Textual emotion detection method
Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 2015, pp. 2359-2364
Sentiment_analysis
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
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
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
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
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
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
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
Tools and systems for managing one's own data
on file navigation". Proceedings of the 2012 ACM annual conference on Human Factors in Computing Systems. New York, NY, USA. pp. 2977–2980. Jones, William;
Personal information management
Personal_information_management
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
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
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
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
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
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
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 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)
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
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
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
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
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
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
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
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
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
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
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
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)
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
Study of hardware and software systems that have a "real-time constraint"
computing (RTC) is the computer science term for hardware and software systems subject to a "real-time constraint", for example from event to system response
Real-time_computing
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
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
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
English computer scientist
immunology as an inspiration for computing, examining a range of techniques applied to optimization and data classification problems. Her dissertation was
Emma Hart (computer scientist)
Emma_Hart_(computer_scientist)
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
Computational model used in machine learning
images. Unsupervised pre-training and increased computing power from GPUs and distributed computing allowed the use of larger networks, particularly
Neural network (machine learning)
Neural_network_(machine_learning)
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
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
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)
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
distributed computing systems to detect application errors, such as a software application stops functioning properly. As the distributed computing projects
Failure_detector
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
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
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
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
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
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
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
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
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
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
Proceedings of the 52nd ACM Technical Symposium on Computer Science Education. SIGCSE '21. New York, NY, USA: Association for Computing Machinery. pp. 1232–1233
List_of_board_games
British computer scientist
(1986). "PARLOG: parallel programming in logic". ACM Transactions on Programming Languages and Systems. 8 (1): 1–49. Clark, K. L.; McCabe, Frank G. (2004)
Keith Clark (computer scientist)
Keith_Clark_(computer_scientist)
Networks". 2021 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). LICS '21. New York, NY, USA: Association for Computing Machinery. pp. 1–17
Colour_refinement_algorithm
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 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
American information security researcher
In 1995 Denning was named an ACM Fellow by the Association for Computing Machinery. The 1999 National Computer Systems Security Award recognized her
Dorothy_E._Denning
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)
Coined term by Ted Nelson in 1974
Adjunct Proceedings of the 36th ACM Conference on Hypertext and Social Media. New York, NY, USA: Association for Computing Machinery. pp. 30–34. arXiv:2507
Intertwingularity
Indian academic, Head of the Department of Bioinformatics at the University of Kerala
published works in IEEE Xplore 8 publications in Association of Computing Machinery (ACM) "Succession List - C-DIT". C-DIT. 13 December 2022. Retrieved
Achuthsankar_S._Nair
Subfield of artificial intelligence
between hybrid and integrated neuro-symbolic systems, there are other, more fine-grained classifications. For example, a prominent Henry Kautz's taxonomy
Neuro-symbolic_AI
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 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
American computer scientist
Distributed Systems Security, the IEEE Dependable Computing for Critical Applications, and IEEE-ACM Symposium on Reliability in Distributed Software and
Virgil_D._Gligor
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
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
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
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.
Girl/Female
Tamil
Aim
Male
English
 English byname transferred to forename use, ACE means "number one." Compare with another form of Ace.
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.
Girl/Female
Muslim
Completing the work, Finish
Female
Vietnamese
 Vietnamese name CAM means "orange." Compare with another form of Cam.
Male
Egyptian
, an Asian.
Girl/Female
Bengali, Indian, Telugu
Explanation or Clarification
Boy/Male
Gaelic Scottish
Crooked mouth; and of Cameron: Bent nose; crooked river.
Girl/Female
Australian, British, English, Irish, Latin, Vietnamese
Orange Fruit; Man with Crooked Nose; Sweet; Mountain Sunset
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
Boy/Male
Gujarati, Hindu, Indian
The Sacred Syllable
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.
Girl/Female
Indian
Completing the work, Finish
Boy/Male
Anglo Saxon American English Latin
Unity.
Boy/Male
Arabic, Muslim
Perfecting; Completing
Boy/Male
Australian, British, English, Gaelic, Irish, Scottish
Orange Fruit; Man with Crooked Nose
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
Arabic, Muslim
Perfecting; Completing
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
Girl/Female
Arabic, Iranian, Muslim, Parsi
Name of a Stone
Girl/Female
Arabic, Muslim
Worship
Boy/Male
Arabic
Truth.
Girl/Female
Arabic, Muslim
Name of a Sahabi who Took Part in the Battle of Badr
Girl/Female
Arabic, Muslim
Precious Stone; Expensive Jewel
Boy/Male
Sikh
Winner of every thing
Boy/Male
Hindu, Indian
Lord of Treasure
Boy/Male
Hindu
Beauty
Girl/Female
Indian
A bunch of roses
Boy/Male
Welsh American
Form of Rhys: ardent; fiery. Rhett Butler was hero of Margaret Mitchell's Gone With the Wind.
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
ACM COMPUTING-CLASSIFICATION-SYSTEM
n.
The act or process of computing; calculation; reckoning.
a.
Acting in competition; competing; rival.
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.
p. pr. & vb. n.
of Compute
a.
Pertaining to classification; admitting of classification.
n.
See Aam.
n.
The act or process of confuting; refutation.
n.
A systematic arrangement, or classification, of diseases.
p. pr. & vb. n.
of Commute
a.
Not agreeing with some artificial system of classification.
a.
Characterizing a class or classes; relating to classification.
n.
The act or process of making clear or transparent, by freeing visible impurities; as, the clarification of wine.
n.
Act of completing or perfecting; completion.
n.
A description or classification of diseases.
p. pr. & vb. n.
of Compete
n.
The art or act of composing hymns.
n.
The act or process of digesting; reduction to order; classification; thoughtful consideration.
n.
The act of freeing from obscurities.
n.
A flowering; florification.
n.
The science of names or of their classification.