每个语义主题以TOPIC表示,后接_和编号,结果包含两个部分,即代表性词汇和代表性作者,后面列出的数据分别为代表性词汇在该语义主题下的出现概率和代表作者在该语义主题下的出现概率。
TOPIC_1 0.0188 TOPIC_2 0.0211
实时系统、嵌入系统 结构性语言
applic 0.0682 approach 0.1202
devic 0.0477 propos 0.035
base 0.0341 exist 0.0342
embed 0.0294 detect 0.0274
introduc 0.0224 however, 0.0258
real-tim 0.0221 call 0.0255
unifi 0.0202 identifi 0.02
guzzaloni,g 0.0017 bhowmick,ss 0.0067
li,y 0.0016 ling,tw 0.0029
kim,jh 0.0014 leonardi,e 0.0029
cho,y 0.0012 tan,zj 0.0019
lu,xl 0.0011 kim,j 0.0018
suzuki,k 0.0010 wang,w 0.0018
yuan,sm 0.0009 mlynkova,i 0.0017
TOPIC_3 0.0193 TOPIC_4 0.0194
安全与政策 结构性语言
secur 0.108 process 0.267
base 0.0541 activ 0.0398
paper 0.039 execut 0.0262
kei 0.0346 analyz 0.0196
polici 0.0334 main 0.0183
implement 0.0269 support 0.0163
propos 0.0238 paper 0.0154
bertino,e 0.0043 vanderaalst,wmp 0.0032
hwang,gh 0.0030 devedzic,v 0.0019
ferrari,e 0.0023 gasevic,d 0.0015
moon,k 0.0021 park,c 0.0015
lo,a 0.0015 sierra,jl 0.0012
farkas,c 0.0014 oberweis,a 0.0011
li,y 0.0012 mlynkova,i 0.0011
TOPIC_5 0.0279 TOPIC_6 0.0191
XML查询、元素查询 结构性语言
queri 0.1791 paper 0.048
xml 0.0754 qualiti 0.0438
effici 0.0382 combin 0.0318
index 0.0336 present 0.0254
propos 0.0263 produc 0.0231
path 0.0258 main 0.0214
node 0.0252 studi 0.0209
ling,tw 0.0081 tsapatsoulis,n 0.0013
yu,jx 0.006 berman,jj 0.0011
park,s 0.0053 chang,yh 0.0009
zhou,ay 0.0052 liu,jx 0.0009
yoshikawa,m 0.0048 vincent,mw 0.0008
bhowmick,ss 0.0046 lee,yk 0.0008
bottcher,s 0.004 larson,rr 0.0008
TOPIC_7 0.0194 TOPIC_8 0.0182
结构性语言 XML应用
model 0.424 comput 0.0426
featur 0.0271 remot 0.034
analysi 0.0269 protocol 0.0231
power 0.0268 univers 0.0231
model. 0.0254 hierarch 0.0228
model, 0.025 materi 0.0185
translat 0.0238 autom 0.0169
fishwick,p 0.002 murray-rust,p 0.0035
jeong,d 0.0016 rzepa,hs 0.0031
rajugan,r 0.0015 shirota,y 0.0018
dewey,cf 0.0011 prodan,a 0.0016
vanderdonckt,j 0.0011 prodan,r 0.0015
chao,y 0.001 jea,kf 0.0015
chang,e 0.0009 campean,r 0.0015
TOPIC_9 0.0184 TOPIC_10 0.0219
网络可视化 文档结构
network 0.1403 document 0.2059
visual 0.0638 structur 0.0997
field 0.0232 search 0.0756
paper 0.0178 similar 0.0395
xml-base 0.0175 xml 0.0385
dynam 0.0158 documents. 0.0346
commun 0.0142 measur 0.0213
xiao,db 0.0022 nayak,r 0.0031
brickley,d 0.0012 yoshikawa,m 0.0031
sharma,d 0.0011 kamps,j 0.0025
dubois,r 0.0011 geva,s 0.0022
wang,q 0.0009 wang,xl 0.0021
choi,mj 0.0008 chatvichienchai,s 0.0021
cheung,h 0.0008 elmasri,r 0.0018
TOPIC_11 0.0208 TOPIC_12 0.0187
retriev 0.0919 digit 0.0758
element 0.0378 project 0.0592
collect 0.0346 learn 0.0568
xml 0.0302 develop 0.0365
result 0.0288 scienc 0.0213
relev 0.0284 sensor 0.0211
evalu 0.0266 aim 0.0204
kamps,j 0.009 lu,j 0.0011
lalmas,m 0.0084 shirota,y 0.0011
geva,s 0.0079 hunter,j 0.001
larson,rr 0.0057 leung,ewc 0.001
thom,ja 0.0048 kim,bg 0.0009
theobald,m 0.0043 fisler,j 0.0009
pehcevski,j 0.0036 wright,t 0.0008
TOPIC_13 0.0201 TOPIC_14 0.0186
协作与设计 XML解释
design 0.1955 work 0.0257
busi 0.0794 analysi 0.0187
product 0.0699 interpret 0.0165
collabor 0.0534 possibl 0.0157
manufactur 0.0268 archiv 0.0151
develop 0.0226 set 0.0144
engin 0.0198 provid 0.0139
wang,ws 0.0022 spiliotopoulos,d 0.0013
nurmilaakso,jm 0.0018 meijer,e 0.0013
trappey,ajc 0.0015 wang,fs 0.0013
shaw,hj 0.0015 said,a 0.0012
shen,wc 0.0012 diaz,o 0.0011
rajugan,r 0.0011 kamps,j 0.0009
ratchev,sm 0.0009 martens,w 0.0008
TOPIC_15 0.0219 TOPIC_16 0.0191
Webservice规范 系统支持与架构
web 0.3232 support 0.0784
servic 0.2636 version 0.0264
messag 0.0432 construct 0.0232
services. 0.0291 featur 0.0194
protocol 0.0235 educ 0.0182
composit 0.0219 discuss 0.0181
services, 0.018 scenario 0.0175
tosic,v 0.0033 urban,j 0.0017
hung,pck 0.0032 tsotras,vj 0.0012
li,l 0.0018 murray-rust,p 0.0011
lewis,mj 0.0018 vanderhoek,a 0.0011
lee,kc 0.0016 dillon,ts 0.001
fox,gc 0.0016 zaniolo,c 0.001
park,n 0.0014 kim,h 0.0009
TOPIC_17 0.0193 TOPIC_18 0.0194
文件管理 XML与服务器系统
rule 0.0636 distribut 0.1398
file 0.0608 object 0.0859
present 0.0351 base 0.0554
automat 0.0312 server 0.0471
html 0.025 java 0.0297
specif 0.0206 client 0.0283
convert 0.018 applic 0.0245
boley,h 0.0027 cuzzocrea,a 0.0017
bang,yb 0.0019 vuorimaa,p 0.0015
elmasri,r 0.0016 pankowski,t 0.0013
hunter,a 0.0013 abiteboul,s 0.0013
bry,f 0.0012 chiou,yw 0.0013
lacroix,z 0.0011 chang,ys 0.0013
lim,sj 0.0011 li,q 0.0012
TOPIC_19 0.0191 TOPIC_20 0.0191
应用构建 系统监控
technolog 0.0995 system 0.2306
system 0.0552 commun 0.0522
build 0.0243 monitor 0.0349
scientif 0.023 system. 0.0284
industri 0.0228 systems. 0.0254
emerg 0.0216 site 0.0173
applic 0.0215 legaci 0.0133
li,y 0.0019 yoo,ds 0.0018
boonmee,c 0.0018 hsieh,jc 0.0018
yoo,n 0.0017 sneed,hm 0.0012
hsieh,jc 0.0016 dudeck,j 0.0012
lu,j 0.0013 ames,tj 0.0012
li,q 0.001 chakravarthy,s 0.0011
estevez,e 0.001 lu,xl 0.001
TOPIC_21 0.0189 TOPIC_22 0.0233
XML应用 XML结构语言
applic 0.0386 xml 0.148
creat 0.0328 schema 0.1062
input 0.027 relat 0.0876
make 0.0261 databas 0.0821
wireless 0.0219 data 0.0219
applications. 0.0203 conceptu 0.0215
xslt 0.0198 map 0.0212
ishikawa,h 0.0043 liu,jx 0.011
puder,a 0.0018 fong,j 0.0064
li,j 0.0013 lv,t 0.0044
lu,ejl 0.0013 pankowski,t 0.0041
yu,j 0.0013 shahriar,ms 0.0034
groppe,s 0.0012 liu,cf 0.003
wang,h 0.001 necasky,m 0.003
TOPIC_23 0.0203 TOPIC_24 0.0183
数据融合 开源系统
integr 0.1935 simul 0.0795
system 0.0988 virtual 0.0558
inform 0.0872 open 0.0453
heterogen 0.0593 sourc 0.028
enterpris 0.0374 includ 0.0269
open 0.0323 web-bas 0.0234
base 0.0303 prototyp 0.0184
ursino,d 0.002 nachouki,g 0.0014
ueno,h 0.0014 wiedemann,t 0.0011
kim,j 0.0014 kilgore,ra 0.0009
lastra,jlm 0.0012 sahin,f 0.0009
cao,y 0.0012 miller,ja 0.0008
lau,hcw 0.001 zhao,ym 0.0008
yang,j 0.001 rohl,m 0.0008
TOPIC_25 0.0187 TOPIC_26 0.0191
inform 0.1439 access 0.1724
medic 0.0435 control 0.1239
report 0.0366 imag 0.0548
clinic 0.0329 annot 0.0449
record 0.0317 video 0.029
health 0.0257 propos 0.0263(www.xing528.com)
electron 0.0253 author 0.0231
dudeck,j 0.005 iwaihara,m 0.0032
abidi,ssr 0.0026 sun,xm 0.0026
shiffman,rn 0.0022 bertino,e 0.0023
hsieh,jc 0.0019 chadwick,dw 0.0019
koutsouris,d 0.0018 liu,dx 0.0019
ku,hh 0.0017 muppavarapu,v 0.0019
ricci,fl 0.0016 luo,b 0.0016
TOPIC_27 0.019 TOPIC_28 0.0195
mobil 0.075 manag 0.2182
agent 0.0559 framework 0.1186
applic 0.0438 system 0.0648
internet 0.0322 workflow 0.0418
compress 0.0322 xml-base 0.0381
3d 0.0227 event 0.0263
locat 0.0201 support 0.0233
li,cl 0.004 kim,k 0.0036
navarro,g 0.0022 vanderaalst,wmp 0.002
cheng,hh 0.002 mansour,e 0.0015
shin,d 0.0019 kim,kh 0.0013
li,ly 0.0018 hong,cs 0.001
du,wc 0.0014 xiao,db 0.001
choi,j 0.0014 choi,mj 0.001
TOPIC_29 0.02 TOPIC_30 0.0193
XML性能 软件开发
perform 0.0684 softwar 0.1375
xml 0.0432 develop 0.1337
improv 0.0329 compon 0.0424
time 0.0273 applic 0.041
pars 0.0218 configur 0.0382
reduc 0.0216 domain 0.0354
result 0.0197 engin 0.0268
zhang,y 0.0038 frenkel,m 0.0023
maeda,k 0.0034 fernandez-manjon,b 0.0017
chiu,k 0.0026 murray-rust,p 0.0014
pan,yf 0.0024 chan,cw 0.0013
sharma,d 0.0023 fernandez-valmayor,a 0.0012
hwang,gh 0.0018 chang,e 0.001
kim,jh 0.0017 cho,h 0.0009
TOPIC_31 0.021 TOPIC_32 0.0184
结构性语言 系统开发与测试
method 0.1119 test 0.1065
base 0.0649 tool 0.0484
extract 0.0503 case 0.0455
inform 0.0496 develop 0.0387
xml 0.0407 public 0.0244
result 0.0314 implement 0.0223
propos 0.0258 paper 0.0211
lee,kh 0.0039 dong,wl 0.0043
yoshikawa,m 0.0024 taylor,r 0.0021
li,jz 0.0022 harrison,r 0.0015
wu,xy 0.0019 cho,y 0.0015
kim,j 0.0018 tsai,wt 0.0012
ling,tw 0.0018 bertolino,a 0.0012
cao,jl 0.0018 jeong,j 0.0011
TOPIC_33 0.0205 TOPIC_34 0.0238
数据操作、XQuery语言 XML数据库
oper 0.037 xml 0.342
perform 0.0358 document 0.0605
xqueri 0.0291 view 0.0412
optim 0.028 databas 0.0356
encod 0.0246 updat 0.0341
sequenc 0.0246 dtd 0.0199
current 0.0205 fragment 0.0157
harder,t 0.0025 link,s 0.0056
bottcher,s 0.0017 rundensteiner,ea 0.0036
chbeir,r 0.0017 ling,tw 0.0033
rundensteiner,ea 0.0017 fan,wf 0.003
bertino,e 0.0015 pardede,e 0.0028
rahayu,jw 0.0014 bottcher,s 0.0027
jagadish,hv 0.0014 kang,h 0.0026
TOPIC_35 0.0191 TOPIC_36 0.0199
用户交互 结构性语言
user 0.1572 condit 0.053
interfac 0.1015 challeng 0.0292
architectur 0.0659 support 0.0286
comput 0.0471 discuss 0.0262
grid 0.0457 provid 0.0229
environ 0.0334 address 0.0222
infrastructur 0.0311 wide 0.0179
vanderdonckt,j 0.0054 bertino,e 0.004
park,n 0.0015 pankowski,t 0.0023
chou,w 0.0013 rundensteiner,ea 0.0017
yuan,sm 0.0012 wang,j 0.0016
huang,zc 0.0012 dillon,ts 0.0013
tsai,mj 0.0012 cuzzocrea,a 0.0013
choi,ha 0.0011 feng,l 0.0012
TOPIC_37 0.0225 TOPIC_38 0.0198
数据存储 语义网
data 0.5902 semant 0.1543
data. 0.0441 descript 0.056
storag 0.0307 standard 0.0469
store 0.0297 interoper 0.0461
data, 0.0289 level 0.034
sourc 0.0221 defin 0.0331
cach 0.0125 electron 0.0285
dillon,ts 0.0028 boonmee,c 0.0027
bottcher,s 0.0026 smith,jr 0.0022
pedersen,tb 0.0024 hunter,j 0.0017
bhowmick,ss 0.0019 chang,e 0.0016
rahayu,w 0.0017 klas,w 0.0015
pankowski,t 0.0017 anutariya,c 0.0015
kang,h 0.0017 cruz,if 0.0012
TOPIC_39 0.019 TOPIC_40 0.0189
图形与UML 信息系统、中间件
chang 0.035 interact 0.0787
graphic 0.0341 platform 0.0566
specif 0.0332 compon 0.0422
requir 0.0305 dynam 0.0376
custom 0.0262 architectur 0.0329
uml 0.0222 middlewar 0.0262
applic 0.02 enabl 0.0253
leif,rc 0.0036 hong,ks 0.0019
hong,ks 0.0033 deneve,w 0.0015
stojanov,z 0.0018 zhang,t 0.0014
kim,jh 0.0018 shukla,sk 0.0012
vuorimaa,p 0.0013 puder,a 0.0011
giannetti,f 0.0012 rine,d 0.0011
chakravarthy,s 0.0012 mathaikutty,da 0.001
TOPIC_41 0.0189 TOPIC_42 0.0199
信息交换标准 程序编码工具
standard 0.0668 gener 0.1382
achiev 0.0246 program 0.0774
develop 0.0219 tool 0.0633
intern 0.0207 transform 0.0594
transfer 0.0206 code 0.0481
human 0.0196 automat 0.0298
language) 0.0186 abstract 0.0225
chung,sc 0.0029 collard,ml 0.0024
saekow,a 0.0018 lammel,r 0.0021
song,ih 0.0013 kontogiannis,k 0.0019
dudeck,j 0.0011 yamamoto,s 0.0019
suzuki,t 0.0011 maeda,k 0.0019
luo,y 0.001 winter,a 0.0017
kim,j 0.0008 moller,a 0.0013
TOPIC_43 0.0194 TOPIC_44 0.0189
知识本体 内容表示与管理
knowledg 0.0978 content 0.1062
ontolog 0.0673 adapt 0.0679
represent 0.065 multimedia 0.0523
repres 0.0422 present 0.0486
share 0.039 descript 0.0347
inform 0.0362 describ 0.0281
intellig 0.0262 paper 0.02
anutariya,c 0.0024 deneve,w 0.004
chan,cw 0.0023 vandewalle,r 0.0035
zhai,j 0.0018 kim,m 0.0033
dori,d 0.0016 smith,jr 0.0024
devedzic,v 0.0015 kim,h 0.002
ju,tl 0.0015 vandeursen,d 0.0019
wang,xy 0.0014 vuorimaa,p 0.0016
TOPIC_45 0.0223 TOPIC_46 0.0198
XML表达、逻辑 XML数据结构挖掘
express 0.0551 structur 0.0609
type 0.0396 mine 0.0457
languag 0.0346 frequent 0.0263
logic 0.0338 xml 0.023
problem 0.0269 text 0.02
class 0.0215 data 0.0191
complex 0.0204 paper, 0.0175
neven,f 0.0122 hunter,a 0.0064
schwentick,t 0.0048 paik,j 0.0048
koch,c 0.0044 dillon,ts 0.0038
libkin,l 0.0041 chen,l 0.0031
lugiez,d 0.0035 chang,e 0.0028
gelade,w 0.0035 muntz,rr 0.0026
link,s 0.0034 hadzic,f 0.0022
TOPIC_47 0.0185 TOPIC_48 0.0213
resourc 0.0922 tree 0.0634
metadata 0.0834 order 0.0294
implement 0.0413 xml 0.0281
librari 0.0321 consist 0.0243
research 0.0306 form 0.0228
onlin 0.0269 problem 0.0217
describ 0.0263 set 0.0209
surla,d 0.0023 maneth,s 0.0057
delaat,c 0.0015 shoudai,t 0.005
borbinha,j 0.0014 fan,wf 0.0033
ma,zm 0.001 libkin,l 0.0033
tolksdorf,r 0.001 link,s 0.003
qu,ct 0.001 martens,w 0.003
frew,j 0.0009 neven,f 0.0029
TOPIC_49 0.02 TOPIC_50 0.0222
XML语言标准 模式算法、匹配
languag 0.1948 algorithm 0.0784
extens 0.0995 pattern 0.0454
markup 0.0877 match 0.0397
format 0.0826 evalu 0.0389
standard 0.0598 stream 0.0268
exchang 0.0578 effici 0.0254
(xml) 0.025 show 0.0248
taylor,r 0.0029 yu,jx 0.008
gorringe,c 0.0016 chen,yj 0.0076
vitali,f 0.0014 ramanan,p 0.0042
chung,hs 0.0013 srivastava,d 0.0033
chang,tk 0.0013 ling,tw 0.0029
seavey,m 0.0012 bhowmick,ss 0.0027
chiou,yw 0.0011 chen,l 0.0024
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