TY - GEN
T1 - Eliciting domain expert misuseability conceptions
AU - Harel, Amir
AU - Shabtai, Asaf
AU - Rokach, Lior
AU - Elovici, Yuval
PY - 2011/7/18
Y1 - 2011/7/18
N2 - In previous work we proposed the M-score measure for assigning a misuseability (i.e., sensitivity) score to data records. The M-score uses sensitivity score functions that should be acquired from domain experts. In this paper we present two different approaches for acquiring the required knowledge. In the first method the expert is asked to explicitly assign a sensitivity score to displayed records. The second method employs pairwise comparison approach. A field study indicates that the later method is preferable.
AB - In previous work we proposed the M-score measure for assigning a misuseability (i.e., sensitivity) score to data records. The M-score uses sensitivity score functions that should be acquired from domain experts. In this paper we present two different approaches for acquiring the required knowledge. In the first method the expert is asked to explicitly assign a sensitivity score to displayed records. The second method employs pairwise comparison approach. A field study indicates that the later method is preferable.
KW - m-score
KW - misuseability weight
KW - sensitivity score function
UR - http://www.scopus.com/inward/record.url?scp=79960259262&partnerID=8YFLogxK
U2 - 10.1145/1999676.1999721
DO - 10.1145/1999676.1999721
M3 - Conference contribution
AN - SCOPUS:79960259262
SN - 9781450303965
T3 - KCAP 2011 - Proceedings of the 2011 Knowledge Capture Conference
SP - 193
EP - 194
BT - KCAP 2011 - Proceedings of the 2011 Knowledge Capture Conference
T2 - 6th International Conference on Knowledge Capture, KCAP 2011
Y2 - 26 June 2011 through 29 June 2011
ER -