Live briefing
Everything about Taxonomy
Development of classes and classifications
Taxonomy is a practice and science concerned with classification or categorization. Typically, there are two parts to it: the development of an underlying scheme of classes and the allocation of things to the classes (classification). Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: TaxonomyA 5-minute orientation
- Skim a recent paper: A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsInfluential work since 2022
- Pick up a classic book: PsychologyThe most-reprinted book on the subject
- Read the landmark paper: Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial TaxonomyCited 18,447 times
- Go sideways: Automatic taxonomy constructionA closely related topic
- Go sideways: Folk taxonomyA closely related topic
📖 Definitions
Noun The science, technique, or process used to make a classification.
Noun A classification; especially, a classification in a hierarchical system.
Noun The science of finding, describing, classifying and naming organisms.
🏆 Landmark papers (most cited)
Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy
Adolescence-limited and life-course-persistent antisocial behavior: A developmental taxonomy.
The Behavior Change Technique Taxonomy (v1) of 93 Hierarchically Clustered Techniques: Building an International Consensus for the Reporting of Behavior Change Interventions
GTDB-Tk: a toolkit to classify genomes with the Genome Taxonomy Database
KEGG for taxonomy-based analysis of pathways and genomes
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
A Revision of Bloom's Taxonomy: An Overview
An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea
🆕 Influential since 2022
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
GTDB-Tk v2: memory friendly classification with the genome taxonomy database
A Metaverse: Taxonomy, Components, Applications, and Open Challenges
A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects
An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges
📚 Books worth reading
PsychologyDavid G. Myers · 1986
Principles of numerical taxonomyRobert R. Sokal, P. H. A. Sneath · 1963
The lichen flora of the United StatesFink, Bruce, Bruce Fink · 1935
Introduction to the Taxometric MethodJohn Ruscio, Nick Haslam · 2006
Phylogenetic Trees Made EasyBarry G. Hall · 2001
Plant systematicsGurcharan Singh · 2010
The Poverty of the Linnaean HierarchyMarc Ereshefsky · 2000
Histoire naturelle des crustacésHenri Milne-Edwards · 1834
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Automatic taxonomy construction Automatic taxonomy construction (ATC) is the use of software programs to generate taxonomical classifications from a body of texts called a corpus. ATC…
- Folk taxonomy A folk taxonomy is a vernacular naming system, as distinct from scientific taxonomy. Folk biological classification is the way people traditionally describe…
- Formal ontology In philosophy, the term formal ontology is used to refer to an ontology defined by axioms in a formal language with the goal to provide an unbiased (domain-…
- Ontology learning Ontology learning (ontology extraction, ontology augmentation generation, ontology generation, or ontology acquisition) is the automatic or semi-automatic…
- Linnaean taxonomy Linnaean taxonomy can mean either of two related concepts: The particular form of biological classification (taxonomy) established by Carl Linnaeus, as…
- Ontology components Contemporary ontologies share many structural similarities, regardless of the ontology language in which they are expressed. Most ontologies describe individual…
- Knowledge representation and reasoning Knowledge representation (KR) aims to model information in a structured manner to formally represent it as knowledge in knowledge-based systems whereas…
- Taxonomy (biology) In biology, taxonomy (from Ancient Greek τάξις (taxis) 'arrangement' and -νομία (-nomia) 'method') is the scientific study of naming, defining (circumscribing)…