Class information for:
Level 2: PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3222 2032 30.7 34%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
687 3       AUXILIARY INFORMATION//PUBLIC OPINION QUARTERLY//SURVEY METHODOLOGY 8175
3222 2             PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY 2032
7434 1                   PRIVACY PRESERVING DATA MINING//STATISTICAL DISCLOSURE CONTROL//K ANONYMITY 1368
16261 1                   ENTITY RESOLUTION//RECORD LINKAGE//PROBABILISTIC RECORD LINKAGE 664

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 PRIVACY PRESERVING DATA MINING authKW 1083302 4% 89% 81
2 STATISTICAL DISCLOSURE CONTROL authKW 985963 4% 91% 72
3 K ANONYMITY authKW 910838 4% 70% 86
4 DIFFERENTIAL PRIVACY authKW 578942 3% 61% 63
5 MICROAGGREGATION authKW 544374 2% 72% 50
6 ANONYMIZATION authKW 461649 3% 59% 52
7 ENTITY RESOLUTION authKW 394463 2% 69% 38
8 PRIVACY authKW 383955 14% 9% 280
9 RECORD LINKAGE authKW 374537 6% 22% 112
10 DISCLOSURE RISK authKW 365473 1% 81% 30

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Information Systems 48095 40% 0% 811
2 Computer Science, Artificial Intelligence 15504 23% 0% 469
3 Medical Informatics 14270 10% 0% 212
4 Computer Science, Theory & Methods 4739 14% 0% 280
5 Computer Science, Software Engineering 4355 11% 0% 225
6 Statistics & Probability 3998 11% 0% 228
7 Information Science & Library Science 3129 6% 0% 130
8 Computer Science, Hardware & Architecture 2463 6% 0% 131
9 Computer Science, Interdisciplinary Applications 2274 10% 0% 194
10 Health Care Sciences & Services 2052 7% 0% 146

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 UNESCO CHAIR DATA PRIVACY 125866 1% 31% 27
2 SOFTWARE ENGN MED 53660 0% 71% 5
3 DISCLOSURE AVOIDANCE 40065 0% 67% 4
4 DEIC 37559 0% 50% 5
5 IIIA 35962 1% 11% 22
6 COMP COMMUN SECUR 33806 0% 75% 3
7 HLTH RECORD LINKAGE 33806 0% 75% 3
8 GIS INFRASTRUCT 30051 0% 100% 2
9 INVEST INTEL LIGENCIA ARTIFICIAL CSIC 30051 0% 100% 2
10 OPERAT VISITOR SERV ECT INFORMAT MANAG 30051 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING 51894 5% 3% 102
2 JOURNAL OF OFFICIAL STATISTICS 37159 1% 10% 26
3 VLDB JOURNAL 27813 2% 6% 33
4 DATA & KNOWLEDGE ENGINEERING 25802 2% 4% 46
5 KNOWLEDGE AND INFORMATION SYSTEMS 22754 2% 4% 40
6 ACM TRANSACTIONS ON DATABASE SYSTEMS 19564 2% 4% 32
7 JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION 10111 2% 1% 47
8 IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 10086 1% 4% 18
9 BMC MEDICAL INFORMATICS AND DECISION MAKING 8912 1% 2% 25
10 JOURNAL OF BIOMEDICAL INFORMATICS 8545 1% 2% 29

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 PRIVACY PRESERVING DATA MINING 1083302 4% 89% 81 Search PRIVACY+PRESERVING+DATA+MINING Search PRIVACY+PRESERVING+DATA+MINING
2 STATISTICAL DISCLOSURE CONTROL 985963 4% 91% 72 Search STATISTICAL+DISCLOSURE+CONTROL Search STATISTICAL+DISCLOSURE+CONTROL
3 K ANONYMITY 910838 4% 70% 86 Search K+ANONYMITY Search K+ANONYMITY
4 DIFFERENTIAL PRIVACY 578942 3% 61% 63 Search DIFFERENTIAL+PRIVACY Search DIFFERENTIAL+PRIVACY
5 MICROAGGREGATION 544374 2% 72% 50 Search MICROAGGREGATION Search MICROAGGREGATION
6 ANONYMIZATION 461649 3% 59% 52 Search ANONYMIZATION Search ANONYMIZATION
7 ENTITY RESOLUTION 394463 2% 69% 38 Search ENTITY+RESOLUTION Search ENTITY+RESOLUTION
8 PRIVACY 383955 14% 9% 280 Search PRIVACY Search PRIVACY
9 RECORD LINKAGE 374537 6% 22% 112 Search RECORD+LINKAGE Search RECORD+LINKAGE
10 DISCLOSURE RISK 365473 1% 81% 30 Search DISCLOSURE+RISK Search DISCLOSURE+RISK

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 JIANG, XQ , SARWATE, AD , OHNO-MACHADO, L , (2013) PRIVACY TECHNOLOGY TO SUPPORT DATA SHARING FOR COMPARATIVE EFFECTIVENESS RESEARCH A SYSTEMATIC REVIEW.MEDICAL CARE. VOL. 51. ISSUE 8. P. S58-S65 38 93% 5
2 GKOULALAS-DIVANIS, A , LOUKIDES, G , SUN, JM , (2014) PUBLISHING DATA FROM ELECTRONIC HEALTH RECORDS WHILE PRESERVING PRIVACY: A SURVEY OF ALGORITHMS.JOURNAL OF BIOMEDICAL INFORMATICS. VOL. 50. ISSUE . P. 4 -19 32 73% 23
3 TORRA, V , NAVARRO-ARRIBAS, G , (2014) DATA PRIVACY.WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 4. ISSUE 4. P. 269 -280 30 86% 0
4 SALAZAR-GONZALEZ, JJ , (2008) STATISTICAL CONFIDENTIALITY: OPTIMIZATION TECHNIQUES TO PROTECT TABLES.COMPUTERS & OPERATIONS RESEARCH. VOL. 35. ISSUE 5. P. 1638 -1651 35 83% 8
5 MORTAZAVI, R , JALILI, S , (2014) FAST DATA-ORIENTED MICROAGGREGATION ALGORITHM FOR LARGE NUMERICAL DATASETS.KNOWLEDGE-BASED SYSTEMS. VOL. 67. ISSUE . P. 195 -205 25 96% 3
6 NAVARRO-ARRIBAS, G , TORRA, V , (2012) INFORMATION FUSION IN DATA PRIVACY: A SURVEY.INFORMATION FUSION. VOL. 13. ISSUE 4. P. 235 -244 26 90% 12
7 EL EMAM, K , PATON, D , DANKAR, F , KORU, G , (2011) DE-IDENTIFYING A PUBLIC USE MICRODATA FILE FROM THE CANADIAN NATIONAL DISCHARGE ABSTRACT DATABASE.BMC MEDICAL INFORMATICS AND DECISION MAKING. VOL. 11. ISSUE . P. - 25 96% 0
8 ZHU, Y , MATSUYAMA, Y , OHASHI, Y , SETOGUCHI, S , (2015) WHEN TO CONDUCT PROBABILISTIC LINKAGE VS. DETERMINISTIC LINKAGE? A SIMULATION STUDY.JOURNAL OF BIOMEDICAL INFORMATICS. VOL. 56. ISSUE . P. 80 -86 21 100% 2
9 MORTAZAVI, R , JALILI, S , (2016) ENHANCING AGGREGATION PHASE OF MICROAGGREGATION METHODS FOR INTERVAL DISCLOSURE RISK MINIMIZATION.DATA MINING AND KNOWLEDGE DISCOVERY. VOL. 30. ISSUE 3. P. 605 -639 21 100% 0
10 GAL, TS , TUCKER, TC , GANGOPADHYAY, A , CHEN, ZY , (2014) A DATA RECIPIENT CENTERED DE-IDENTIFICATION METHOD TO RETAIN STATISTICAL ATTRIBUTES.JOURNAL OF BIOMEDICAL INFORMATICS. VOL. 50. ISSUE . P. 32 -45 26 81% 4

Classes with closest relation at Level 2


Rank Class id link
1 632 AUTHENTICATION//CRYPTOGRAPHY//DIGITAL SIGNATURE
2 2216 ASSOCIATION RULES//DATA MINING//FREQUENT ITEMSETS
3 1774 PACKET CLASSIFICATION//SPATIAL DATABASES//SIMILARITY SEARCH
4 1665 PEER TO PEER//PEER TO PEER NETWORKS//PEER-TO-PEER NETWORKING AND APPLICATIONS
5 2745 INFORMATION PRIVACY//PRIVACY//PRIVACY CONCERN
6 164 RECOMMENDER SYSTEMS//COLLABORATIVE FILTERING//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
7 2926 AUXILIARY INFORMATION//RANDOMIZED RESPONSE//STUDIES STAT
8 864 INFORMATION SYSTEMS//COMPUTER SCIENCE, INFORMATION SYSTEMS//ACM TRANSACTIONS ON DATABASE SYSTEMS
9 630 JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION//MEDICAL INFORMATICS//INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
10 2543 CLOUD COMPUTING//DATA CENTER//MAPREDUCE

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