Matches in SemOpenAlex for { <https://semopenalex.org/work/W4221118047> ?p ?o ?g. }
- W4221118047 endingPage "20" @default.
- W4221118047 startingPage "1" @default.
- W4221118047 abstract "Search is probably the most common activity that humans conduct all the time. A search target can be a concrete item (with a yes or no answer and location information), an abstract concept (such as the most important information on the Web about Xindong Wu), or a plan/path for a specific target with an objective function (like flight scheduling with a minimal travel time), among others. In this article, we propose a Universal Connection Theorem (UCT) to suggest that all physical objects/items in the universe are connected through explicit or implicit relationships. Search is to explore the relationships, using different computing methods, to retrieve relevant objects. Under the UCT theorem, we summarize mainstream search approaches into two categories from the user perspective, deterministic search vs. abstract search, and further distinguish them into three computing paradigms: planning based search, data driven search, and knowledge enhanced search. The planning based paradigm explores search as a planning process in a large search space, by graph traversing with heuristic principles to locate optimal solutions. The data driven paradigm seeks to find objects matching the user's query from a large data repository. Indexing, hashing, information retrieval, and recommendations are typical strategies to tackle the data volumes and select the best answers for users’ queries. The knowledge enhanced search does not aim to find matching objects, but to discover and then meet user's search requirements through knowledge mining. The evolution of these three search paradigms, from planning to data engineering and knowledge engineering, provides increasing levels of challenges and opportunities. This article elaborates the respective principles of these paradigms." @default.
- W4221118047 created "2022-04-03" @default.
- W4221118047 creator A5076983003 @default.
- W4221118047 creator A5080738591 @default.
- W4221118047 creator A5084641325 @default.
- W4221118047 date "2022-03-10" @default.
- W4221118047 modified "2023-09-27" @default.
- W4221118047 title "The Evolution of Search: Three Computing Paradigms" @default.
- W4221118047 cites W1497849277 @default.
- W4221118047 cites W1942169943 @default.
- W4221118047 cites W1969483458 @default.
- W4221118047 cites W1986991110 @default.
- W4221118047 cites W1987700483 @default.
- W4221118047 cites W2006217757 @default.
- W4221118047 cites W2011015278 @default.
- W4221118047 cites W2014969765 @default.
- W4221118047 cites W2016753842 @default.
- W4221118047 cites W2024932032 @default.
- W4221118047 cites W2028903194 @default.
- W4221118047 cites W2033016725 @default.
- W4221118047 cites W2042281163 @default.
- W4221118047 cites W2065012250 @default.
- W4221118047 cites W2066636486 @default.
- W4221118047 cites W2096578865 @default.
- W4221118047 cites W2099487139 @default.
- W4221118047 cites W2117311203 @default.
- W4221118047 cites W2118269922 @default.
- W4221118047 cites W2118382442 @default.
- W4221118047 cites W2119738171 @default.
- W4221118047 cites W2122054842 @default.
- W4221118047 cites W2122338929 @default.
- W4221118047 cites W2123845384 @default.
- W4221118047 cites W2128150950 @default.
- W4221118047 cites W2144487656 @default.
- W4221118047 cites W2152061559 @default.
- W4221118047 cites W2153580689 @default.
- W4221118047 cites W2157009395 @default.
- W4221118047 cites W2157803532 @default.
- W4221118047 cites W2161694911 @default.
- W4221118047 cites W2165558283 @default.
- W4221118047 cites W2295820528 @default.
- W4221118047 cites W2593141700 @default.
- W4221118047 cites W2604123379 @default.
- W4221118047 cites W2742272831 @default.
- W4221118047 cites W2758905143 @default.
- W4221118047 cites W2906108861 @default.
- W4221118047 cites W2916049207 @default.
- W4221118047 cites W2972640336 @default.
- W4221118047 cites W2994733512 @default.
- W4221118047 cites W3007423657 @default.
- W4221118047 cites W3010840629 @default.
- W4221118047 cites W3034038218 @default.
- W4221118047 cites W3086728154 @default.
- W4221118047 cites W3088646411 @default.
- W4221118047 cites W3098468692 @default.
- W4221118047 cites W3098759087 @default.
- W4221118047 cites W3119363261 @default.
- W4221118047 cites W3137007432 @default.
- W4221118047 cites W3161383437 @default.
- W4221118047 cites W4205671217 @default.
- W4221118047 cites W4243820848 @default.
- W4221118047 cites W4290742115 @default.
- W4221118047 doi "https://doi.org/10.1145/3495214" @default.
- W4221118047 hasPublicationYear "2022" @default.
- W4221118047 type Work @default.
- W4221118047 citedByCount "3" @default.
- W4221118047 countsByYear W42211180472022 @default.
- W4221118047 countsByYear W42211180472023 @default.
- W4221118047 crossrefType "journal-article" @default.
- W4221118047 hasAuthorship W4221118047A5076983003 @default.
- W4221118047 hasAuthorship W4221118047A5080738591 @default.
- W4221118047 hasAuthorship W4221118047A5084641325 @default.
- W4221118047 hasConcept C11413529 @default.
- W4221118047 hasConcept C125583679 @default.
- W4221118047 hasConcept C139979381 @default.
- W4221118047 hasConcept C14838553 @default.
- W4221118047 hasConcept C164120249 @default.
- W4221118047 hasConcept C166423231 @default.
- W4221118047 hasConcept C19889080 @default.
- W4221118047 hasConcept C23123220 @default.
- W4221118047 hasConcept C37202355 @default.
- W4221118047 hasConcept C41008148 @default.
- W4221118047 hasConcept C75165309 @default.
- W4221118047 hasConcept C80444323 @default.
- W4221118047 hasConcept C97854310 @default.
- W4221118047 hasConceptScore W4221118047C11413529 @default.
- W4221118047 hasConceptScore W4221118047C125583679 @default.
- W4221118047 hasConceptScore W4221118047C139979381 @default.
- W4221118047 hasConceptScore W4221118047C14838553 @default.
- W4221118047 hasConceptScore W4221118047C164120249 @default.
- W4221118047 hasConceptScore W4221118047C166423231 @default.
- W4221118047 hasConceptScore W4221118047C19889080 @default.
- W4221118047 hasConceptScore W4221118047C23123220 @default.
- W4221118047 hasConceptScore W4221118047C37202355 @default.
- W4221118047 hasConceptScore W4221118047C41008148 @default.
- W4221118047 hasConceptScore W4221118047C75165309 @default.
- W4221118047 hasConceptScore W4221118047C80444323 @default.
- W4221118047 hasConceptScore W4221118047C97854310 @default.