. D9 L6 b' }5 Q& c- Y' N6 t1. Database and Related Issue 0 e! H# h$ t5 }/ B8 K* ^" wTemporal Data m0 Q* L7 O7 v) P
Scientific Databases- E7 R& E2 j7 N: w; M( p+ A
Business database software' ]+ q7 x+ B8 `* D& o: w# v
Computer data processing : [/ f: w! q$ {' J' ^) @
Data processing services - n( W: P6 _1 v2 ~
Data processing supplies 0 Q5 H; H# f: g j
Data processing systems$ |2 k1 B) S9 o; ~$ D8 V
Metadata Management ! J2 ^/ K2 H4 AMobile Data and Information 0 h: z' z' h6 R$ i1 ?) Y4 p** Databases% ~ v! U+ ]/ C. `
WWW and Databases+ u! H* v$ |+ i2 |# Y& w
Workflow Management and Databases 3 W/ |) e+ m1 l/ [4 v0 T& `XML and Databases + `: |! t$ B* p" C0 ^0 B, V** Databases ! f+ `* \: b: J/ q1 DData modeling and architectures. j/ L- w) U" `8 u+ f$ }
Data streaming, data provenance and data quality5 {( a( U- _; i( Y
Data Security, privacy, and data integrity & k9 b0 Q2 d1 xWeb Data and the Internet S7 F2 N" Q$ Y' J" {% n0 j. oXML and databases, web services) V7 M* s o: B# k: e, l; q
Semi-structured data, metadata ) B5 R+ R# e$ M/ ?' Ye-commence9 M( K; K) H; l# I4 O
: ^2 ~+ a T g
2. Data warehouse and Data mining 1 V3 y4 n' ]# k1 d+ a* ]" Z; ^Grid/Parallel/distributed data warehousing/ K7 O8 ~" D0 O
Web/** data warehouses2 j( r, i9 A, y, V6 l0 d8 z
Data warehousing and the semantic web' \; u( g/ i$ b" ~! }0 i; ?1 X
Data warehousing with unstructured data, E4 |7 L0 B7 [5 C
Integration of Data Warehousing $ k4 _" B$ Q: D1 } s# gData and knowledge representation$ e4 ]* B9 z3 K
Languages and inte**ces for data mining / D: d( p! {9 h. J# r gData integration and interoperability" c, }3 \ q/ }$ o* [4 O: l
Data extraction, cleansing, transforming and loading% M! M$ |, _" [+ A
Data mining and information extraction 4 U) O; I `! v' ], ~KDD Process and Human Interaction - \5 s% {- b) K2 FOLAP and Data Mining3 h+ y* }7 |! U
Parallel and Distributed Data Mining % c+ M# s* A0 {# mPhysical database design and performance evaluation 2 } N, w& o- m4 EQuery processing and optimization + ~: u8 B' z4 z6 p2 ]! \% L7 sReliability and Robustness Issues5 N3 Y$ g+ t7 a K. |- R; e
Semantic web and ontology/ a4 N/ Y) ?2 H/ s! j, x5 f4 _. `$ X
Software Warehouse and Software Mining + G- ~( P7 b# mSocial and mathematical statistics 1 [8 I! d" r5 [- |. t* G/ NNovel data mining algorithms in traditional areas (such as classification, regression, clustering, probabilistic modeling, and association analysis) 5 h- e: `5 v- W
Developing a unifying theory of data mining + C- I: F5 h& B8 Y: w: Z f
Mining sequences and sequential data . J/ E; w6 A/ b8 \! K+ ^Data pre-processing, data reduction, feature selection, and feature transformation 8 j; x' ]: ]& Q: s* Y: H3 ?. { ?
Quality assessment, interestingness analysis, and post-processing 6 ~, U: N2 \% c7 o! VMining unstructured, semi-structured, and structured data( o+ @( `& B- G3 [# H
Mining temporal, spatial, spatio-temporal data& n# n* h' m) o3 ^6 q& l6 z
Mining data streams and sensor data * c. ^& ?: z9 s/ o# m+ T- zMining ** data% i7 S2 g7 [9 ~. H: Y- e$ u7 ~
Mining social network data) A$ J2 H# _; T3 ?$ h- B
Human-machine interaction and visual data mining 9 u( S6 r3 o) d" tData mining applications (bioinformatics, E-commerce, Web, intrusion/fraud detection, finance, healthcare, marketing, telecommunications, etc)0 Z/ L# h6 V! b
Knowledge Acquisition & Management 2 E$ @4 H. @+ t. hKnowledge Modeling- ]" f; s3 t- {2 e% F/ ]
Knowledge Processing- I. G* S7 V& q4 |& T3 _+ E+ j5 u: o
Integrated KDD applications and systems & t& _1 R' E Z7 j
Business Process Intelligence I s# u, a3 X* h
Cluster Analysis and Knowledge Base system; |; b, e& L6 j/ d/ d
Information systems technology0 C: P/ e5 X* V: o! e% O# O+ W# y
Other related technology about data mining4 p. L. j1 D& T9 `) b1 H
% v! c% g; L/ Y; S5 o$ Z3. Computer Science and Related Technology 0 N& v/ i5 R' u3 Q2 d
Image and signal processing $ Q, {: S" z7 z, {5 h4 P
Artificial Intelligence - r8 B3 V$ C5 i3 l
Software engineering $ J5 h) @* Z7 ]! U* c0 L4 I I7 p( gSystems Engineering : p2 n( g7 e- H* [( m1 O& I: ^
Computer Graphics 1 ]( g1 ]/ b" [7 zComputer Application ! D& f4 D2 I" ~3 {: wControl Technology 8 Z% z1 L K3 ^& H4 Q! Y I) j
Network Technology 4 F2 g. h, [! m( XNetwork security " T4 n7 p0 q) e U! K
Numerical and symbolic computation' ?" @! h# v t6 f P) v* r
Computer Modeling and Simulation $ v, [/ }$ @2 n) b. L. XCommunication Technology 1 B. h1 j" e: P/ @. i6 H
Algorithms and data structures ! I l7 J% G, k+ D7 bComputer Education 8 S: T) ], B: Y+ U% Q; DOther Advanced Technology) K. ]9 @' h3 z! D' J
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发表于 2010-5-9 13:35
