Class information for:
Level 1: ANTI SPAM FILTERING//SPAM FILTERING//SPAM

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
20214 408 29.1 24%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1591 6600 DIGITAL INVESTIGATION//COMPUTERS & SECURITY//INTRUSION DETECTION

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ANTI SPAM FILTERING Author keyword 15 88% 2% 7
2 SPAM FILTERING Author keyword 14 32% 9% 37
3 SPAM Author keyword 6 13% 11% 43
4 EMAIL SPAM FILTERING Author keyword 4 75% 1% 3
5 PHISHING EMAIL Author keyword 4 75% 1% 3
6 PHISHING Author keyword 4 15% 6% 26
7 CONTENT BASED TECHNIQUES Author keyword 3 100% 1% 3
8 TREC SPAM TRACK Author keyword 3 100% 1% 3
9 WEB SPOOFING Author keyword 3 50% 1% 4
10 BERLIN BRANDENBURG DISTRIBUTED INFORMAT Address 2 67% 0% 2

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 ANTI SPAM FILTERING 15 88% 2% 7 Search ANTI+SPAM+FILTERING Search ANTI+SPAM+FILTERING
2 SPAM FILTERING 14 32% 9% 37 Search SPAM+FILTERING Search SPAM+FILTERING
3 SPAM 6 13% 11% 43 Search SPAM Search SPAM
4 EMAIL SPAM FILTERING 4 75% 1% 3 Search EMAIL+SPAM+FILTERING Search EMAIL+SPAM+FILTERING
5 PHISHING EMAIL 4 75% 1% 3 Search PHISHING+EMAIL Search PHISHING+EMAIL
6 PHISHING 4 15% 6% 26 Search PHISHING Search PHISHING
7 CONTENT BASED TECHNIQUES 3 100% 1% 3 Search CONTENT+BASED+TECHNIQUES Search CONTENT+BASED+TECHNIQUES
8 TREC SPAM TRACK 3 100% 1% 3 Search TREC+SPAM+TRACK Search TREC+SPAM+TRACK
9 WEB SPOOFING 3 50% 1% 4 Search WEB+SPOOFING Search WEB+SPOOFING
10 INFORMATION THEORETIC FEATURE EXTRACTION 2 67% 0% 2 Search INFORMATION+THEORETIC+FEATURE+EXTRACTION Search INFORMATION+THEORETIC+FEATURE+EXTRACTION

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 VISUAL SIMILARITY ASSESSMENT 7 67% 1% 6
2 SPAM 4 29% 3% 12
3 INTERNET AUCTION FRAUD 2 67% 0% 2
4 INTERNET FRAUD 1 100% 0% 2
5 LSA 1 29% 0% 2
6 DETECTING FAKE WEBSITES 0 33% 0% 1
7 SPAM DETECTION 0 33% 0% 1
8 AIDED CREDIBILITY ASSESSMENT 0 25% 0% 1
9 REPUTATION MECHANISM 0 25% 0% 1
10 SECURITY BEHAVIORS 0 25% 0% 1

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
A review of machine learning approaches to Spam filtering 2009 59 51 75%
A survey of learning-based techniques of email spam filtering 2008 29 7 86%
SMS spam filtering: Methods and data 2012 11 7 57%
A survey on text mining in social networks 2015 0 12 17%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 BERLIN BRANDENBURG DISTRIBUTED INFORMAT 2 67% 0.5% 2
2 COMMUN MANAGEMENT SCI SYST 1 100% 0.5% 2
3 SMARTNESS SEMANT SECUR S3 1 40% 0.5% 2
4 BORDER SECUR IMMIGRAT 1 50% 0.2% 1
5 DEUSTOTECH COMP S3 1 50% 0.2% 1
6 ENTERPRISE SOFTWARE 1 50% 0.2% 1
7 INFORMAT TECHNOL MANAGEMENT AREA 1 50% 0.2% 1
8 INTRUS DETECT SYST 1 50% 0.2% 1
9 KNOWLEDGE MANAGEMENT DATA ANAL 1 50% 0.2% 1
10 KNOWLEDGE MANAGEMENT SYST 1 50% 0.2% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000206656 TEXT CATEGORIZATION//TEXT CLASSIFICATION//LATENT SEMANTIC INDEXING
2 0.0000119494 COUNTER FRAUD STUDIES//EDINBURGH DATA INTENS GRP//MASS MARKETING FRAUD
3 0.0000111256 HUMAN INTERACTIVE PROOFS//CAPTCHA//CAPTCHAS
4 0.0000102586 WORD REMOVAL//NORMALIZED COMPRESSION DISTANCE//COMPRESSION BASED DISTANCE
5 0.0000091862 STRING KERNELS//SEMANTIC RELATION EXTRACTION//SOCIAL QA
6 0.0000086666 CONCEPT DRIFT//VERY FAST DECISION TREE//DATA STREAMS
7 0.0000079926 COMPUTERS & SECURITY//INFORMATION SYSTEMS SECURITY//IS SECUR
8 0.0000074517 GOOGLE MATRIX//PAGERANK//TOPICAL CRAWLERS
9 0.0000069479 CANADA US BORDER//CLUB FORMATION//HEAP SPRAY
10 0.0000066838 ACM TRANSACTIONS ON OFFICE INFORMATION SYSTEMS//RHINO FDN NAT NE INDIA//ACTIVITY CENTRED DESIGN