Matches in SemOpenAlex for { <https://semopenalex.org/work/W1769507811> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W1769507811 endingPage "243" @default.
- W1769507811 startingPage "232" @default.
- W1769507811 abstract "This paper introduces a new similarity measure called weighted profile intersection (WPI) for profile-based authorship attribution (PBAA). Authorship attribution (AA) is the task of determining which, from a set of candidate authors, wrote a given document. Under PBAA an author's profile is created by combining information extracted from sample documents written by the author of interest. An unseen document is associated with the author whose profile is most similar to the document. Although competitive performance has been obtained with PBAA, the method is limited in that the most used similarity measure only accounts for the number of overlapping terms among test documents and authors' profiles. We propose a new measure for PBAA, WPI, which takes into account an inter-author term penalization factor, besides the number of overlapping terms. Intuitively, in WPI we rely more on those terms that are (frequently) used by the author of interest and not (frequently) used by other authors when computing the similarity of the author's profile and a test document. We evaluate the proposed method in several AA data sets, including many data subsets from Twitter. Experimental results show that the proposed technique outperforms the standard PBAA method in all of the considered data sets; although the baseline method resulted very effective. Further, the proposed method achieves performance comparable to classifier-based AA methods (e.g., methods based on SVMs), which often obtain better classification results at the expense of limited interpretability and a higher computational cost." @default.
- W1769507811 created "2016-06-24" @default.
- W1769507811 creator A5047351656 @default.
- W1769507811 creator A5050780136 @default.
- W1769507811 creator A5076464455 @default.
- W1769507811 date "2011-01-01" @default.
- W1769507811 modified "2023-09-27" @default.
- W1769507811 title "A Weighted Profile Intersection Measure for Profile-Based Authorship Attribution" @default.
- W1769507811 cites W1533349965 @default.
- W1769507811 cites W1602390003 @default.
- W1769507811 cites W1982015277 @default.
- W1769507811 cites W2064132491 @default.
- W1769507811 cites W2098434511 @default.
- W1769507811 cites W2118020653 @default.
- W1769507811 cites W4206031910 @default.
- W1769507811 cites W4211134195 @default.
- W1769507811 cites W4250089123 @default.
- W1769507811 cites W89978600 @default.
- W1769507811 doi "https://doi.org/10.1007/978-3-642-25324-9_20" @default.
- W1769507811 hasPublicationYear "2011" @default.
- W1769507811 type Work @default.
- W1769507811 sameAs 1769507811 @default.
- W1769507811 citedByCount "9" @default.
- W1769507811 countsByYear W17695078112012 @default.
- W1769507811 countsByYear W17695078112013 @default.
- W1769507811 countsByYear W17695078112014 @default.
- W1769507811 countsByYear W17695078112015 @default.
- W1769507811 crossrefType "book-chapter" @default.
- W1769507811 hasAuthorship W1769507811A5047351656 @default.
- W1769507811 hasAuthorship W1769507811A5050780136 @default.
- W1769507811 hasAuthorship W1769507811A5076464455 @default.
- W1769507811 hasConcept C124101348 @default.
- W1769507811 hasConcept C143299363 @default.
- W1769507811 hasConcept C154945302 @default.
- W1769507811 hasConcept C15744967 @default.
- W1769507811 hasConcept C205649164 @default.
- W1769507811 hasConcept C2780009758 @default.
- W1769507811 hasConcept C3020202489 @default.
- W1769507811 hasConcept C33923547 @default.
- W1769507811 hasConcept C41008148 @default.
- W1769507811 hasConcept C58640448 @default.
- W1769507811 hasConcept C64543145 @default.
- W1769507811 hasConcept C77805123 @default.
- W1769507811 hasConceptScore W1769507811C124101348 @default.
- W1769507811 hasConceptScore W1769507811C143299363 @default.
- W1769507811 hasConceptScore W1769507811C154945302 @default.
- W1769507811 hasConceptScore W1769507811C15744967 @default.
- W1769507811 hasConceptScore W1769507811C205649164 @default.
- W1769507811 hasConceptScore W1769507811C2780009758 @default.
- W1769507811 hasConceptScore W1769507811C3020202489 @default.
- W1769507811 hasConceptScore W1769507811C33923547 @default.
- W1769507811 hasConceptScore W1769507811C41008148 @default.
- W1769507811 hasConceptScore W1769507811C58640448 @default.
- W1769507811 hasConceptScore W1769507811C64543145 @default.
- W1769507811 hasConceptScore W1769507811C77805123 @default.
- W1769507811 hasLocation W17695078111 @default.
- W1769507811 hasOpenAccess W1769507811 @default.
- W1769507811 hasPrimaryLocation W17695078111 @default.
- W1769507811 hasRelatedWork W16472989 @default.
- W1769507811 hasRelatedWork W1997188057 @default.
- W1769507811 hasRelatedWork W2103577799 @default.
- W1769507811 hasRelatedWork W2296853219 @default.
- W1769507811 hasRelatedWork W2365576285 @default.
- W1769507811 hasRelatedWork W2589346721 @default.
- W1769507811 hasRelatedWork W2868306385 @default.
- W1769507811 hasRelatedWork W2899806406 @default.
- W1769507811 hasRelatedWork W2945895981 @default.
- W1769507811 hasRelatedWork W2946979626 @default.
- W1769507811 isParatext "false" @default.
- W1769507811 isRetracted "false" @default.
- W1769507811 magId "1769507811" @default.
- W1769507811 workType "book-chapter" @default.