Matches in SemOpenAlex for { <https://semopenalex.org/work/W2917688635> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2917688635 abstract "TREC’s Spam Track uses a standard testing framework that presents a set of chronologically ordered email messages a spam filter for classification. In the filtering task, the messages are presented one at at time to the filter, which yields a binary judgement (spam or ham [i.e. non-spam]) which is compared to a humanadjudicated gold standard. The filter also yields a spamminess score, intended to reflect the likelihood that the classified message is spam, which is the subject of post-hoc ROC (Receiver Operating Characteristic) analysis. Two forms of user feedback are modeled: with immediate feedback the gold standard for each message is communicated to the filter immediately following classification; with delayed feedback the gold standard is communicated to the filter sometime later, so as to model a user reading email from time to time in batches. A new task – active learning – presents the filter with a large collection of unadjudicated messages, and has the filter request adjudication for a subset of them before classifying a set of future messages. Four test corpora – email messages plus gold standard judgements – were used to evaluate subject filters. Two of the corpora (the public corpora, one English and one Chinese) were distributed to participants, who ran their filters on the corpora using a track-supplied toolkit implementing the framework. Two of the corpora (the private corpora) were not distributed to participants; rather, participants submitted filter implementations that were run, using the toolkit, on the private data. Nine groups participated in the track, each submitting up to four filters for evaluation in each of the three tasks (filtering with immediate feedback; filtering with delayed feedback; active learning)." @default.
- W2917688635 created "2019-03-02" @default.
- W2917688635 creator A5084091807 @default.
- W2917688635 date "2006-01-01" @default.
- W2917688635 modified "2023-09-23" @default.
- W2917688635 title "TREC 2006 Spam Track Overview." @default.
- W2917688635 cites W2111310810 @default.
- W2917688635 cites W2916045930 @default.
- W2917688635 hasPublicationYear "2006" @default.
- W2917688635 type Work @default.
- W2917688635 sameAs 2917688635 @default.
- W2917688635 citedByCount "29" @default.
- W2917688635 countsByYear W29176886352012 @default.
- W2917688635 countsByYear W29176886352013 @default.
- W2917688635 countsByYear W29176886352014 @default.
- W2917688635 countsByYear W29176886352015 @default.
- W2917688635 countsByYear W29176886352016 @default.
- W2917688635 crossrefType "proceedings-article" @default.
- W2917688635 hasAuthorship W2917688635A5084091807 @default.
- W2917688635 hasConcept C105795698 @default.
- W2917688635 hasConcept C106131492 @default.
- W2917688635 hasConcept C119857082 @default.
- W2917688635 hasConcept C154945302 @default.
- W2917688635 hasConcept C162324750 @default.
- W2917688635 hasConcept C169903167 @default.
- W2917688635 hasConcept C177264268 @default.
- W2917688635 hasConcept C187736073 @default.
- W2917688635 hasConcept C199360897 @default.
- W2917688635 hasConcept C204321447 @default.
- W2917688635 hasConcept C23123220 @default.
- W2917688635 hasConcept C2780451532 @default.
- W2917688635 hasConcept C31972630 @default.
- W2917688635 hasConcept C33923547 @default.
- W2917688635 hasConcept C40993552 @default.
- W2917688635 hasConcept C41008148 @default.
- W2917688635 hasConceptScore W2917688635C105795698 @default.
- W2917688635 hasConceptScore W2917688635C106131492 @default.
- W2917688635 hasConceptScore W2917688635C119857082 @default.
- W2917688635 hasConceptScore W2917688635C154945302 @default.
- W2917688635 hasConceptScore W2917688635C162324750 @default.
- W2917688635 hasConceptScore W2917688635C169903167 @default.
- W2917688635 hasConceptScore W2917688635C177264268 @default.
- W2917688635 hasConceptScore W2917688635C187736073 @default.
- W2917688635 hasConceptScore W2917688635C199360897 @default.
- W2917688635 hasConceptScore W2917688635C204321447 @default.
- W2917688635 hasConceptScore W2917688635C23123220 @default.
- W2917688635 hasConceptScore W2917688635C2780451532 @default.
- W2917688635 hasConceptScore W2917688635C31972630 @default.
- W2917688635 hasConceptScore W2917688635C33923547 @default.
- W2917688635 hasConceptScore W2917688635C40993552 @default.
- W2917688635 hasConceptScore W2917688635C41008148 @default.
- W2917688635 hasLocation W29176886351 @default.
- W2917688635 hasOpenAccess W2917688635 @default.
- W2917688635 hasPrimaryLocation W29176886351 @default.
- W2917688635 hasRelatedWork W114599062 @default.
- W2917688635 hasRelatedWork W15182600 @default.
- W2917688635 hasRelatedWork W1526402451 @default.
- W2917688635 hasRelatedWork W1605925311 @default.
- W2917688635 hasRelatedWork W171854839 @default.
- W2917688635 hasRelatedWork W176125184 @default.
- W2917688635 hasRelatedWork W2041597619 @default.
- W2917688635 hasRelatedWork W2058737869 @default.
- W2917688635 hasRelatedWork W2066546027 @default.
- W2917688635 hasRelatedWork W2085989833 @default.
- W2917688635 hasRelatedWork W2101919228 @default.
- W2917688635 hasRelatedWork W2104290684 @default.
- W2917688635 hasRelatedWork W2125667824 @default.
- W2917688635 hasRelatedWork W2149684865 @default.
- W2917688635 hasRelatedWork W2160536005 @default.
- W2917688635 hasRelatedWork W2169384781 @default.
- W2917688635 hasRelatedWork W2916045930 @default.
- W2917688635 hasRelatedWork W39304953 @default.
- W2917688635 hasRelatedWork W5470710 @default.
- W2917688635 hasRelatedWork W73527130 @default.
- W2917688635 isParatext "false" @default.
- W2917688635 isRetracted "false" @default.
- W2917688635 magId "2917688635" @default.
- W2917688635 workType "article" @default.