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主题模型分析结果附录

时间:2023-07-08 理论教育 版权反馈
【摘要】:每个语义主题以TOPIC表示,后接_和编号,其后给出的数据即每个主题在整个资源集合中的概率,第二行为主题语义内涵,第三行起为代表性词汇,词后的数字为每个词在这个语义主题下出现的概率。

主题模型分析结果附录

每个语义主题以TOPIC表示,后接_和编号,其后给出的数据即每个主题在整个资源集合中的概率,第二行为主题语义内涵,第三行起为代表性词汇,词后的数字为每个词在这个语义主题下出现的概率。

TOPIC_1 0.0191 TOPIC_2 0.0183

XML编码与压缩 XML与互联网、虚拟化

xml 0.0881 wide 0.0571

text 0.0395 technolog 0.0539

techniqu 0.0304 virtual 0.0500

compress 0.0302 internet 0.0371

larg 0.0283 world 0.0297

structur 0.0238 paper 0.0240

encod 0.0205 publish 0.0206

tag 0.0199 navig 0.0185

limit 0.0174 layer 0.0168

parallel 0.0171 includ 0.0165

TOPIC_3 0.0192 TOPIC_4 0.0210

XML元素、实体 XML格式、schema与DTD

element 0.0353 xml 0.2342

collect 0.0329 schema 0.1359

link 0.0300 map 0.0768

task 0.0228 valid 0.0380

ad 0.0189 dtd 0.0265

evalu 0.0187 defin 0.0240

track 0.0165 definit 0.0229

paper 0.0165 type 0.0210

topic 0.0158 constraint 0.0205

entiti 0.0153 schema. 0.0160

TOPIC_5 0.0201 TOPIC_6 0.0199

分布式计算、协作 性能、策略

distribut 0.1250 time 0.0616

resourc 0.0765 perform 0.0484

comput 0.0722 improv 0.0340

collabor 0.0532 version 0.0304

share 0.0496 chang 0.0296

grid 0.0415 reduc 0.0243

environ 0.0373 power 0.0238

infrastructur 0.0242 cost 0.0231

inform 0.0193 strategi 0.0222

provid 0.0168 respons 0.0206

TOPIC_7 0.0213 TOPIC_8 0.0194

数据融合、XML产品 医学信息管理

process 0.1036 inform 0.0547

integr 0.0817 imag 0.0504

busi 0.0752 medic 0.0388

product 0.0597 report 0.0344

manag 0.0506 clinic 0.0294

workflow 0.0373 record 0.0285

enterpris 0.0364 health 0.0229

inform 0.0340 patient 0.0172

manufactur 0.0240 develop 0.0159

technolog 0.0212 healthcar 0.0146

TOPIC_9 0.0187 TOPIC_10 0.0204

结构性文字 多媒体信息检索

base 0.1803 inform 0.2571

paper 0.0604 retriev 0.0979

featur 0.0339 search 0.0889

introduc 0.0324 structur 0.0345

analyz 0.0294 relev 0.0243

present 0.0281 result 0.0212

discuss 0.0273 keyword 0.0212

mechan 0.0249 information. 0.0202

finally, 0.0227 effect 0.0176

realiz 0.0223 rank 0.0164

TOPIC_11 0.0189 TOPIC_12 0.0200

多媒体内容描述技术 应用架构

content 0.1020 applic 0.2343

adapt 0.0696 framework 0.1354

descript 0.0522 dynam 0.0489

multimedia 0.0489 develop 0.0363

video 0.0280 applications. 0.0322

present 0.0245 xml-base 0.0267

media 0.0173 support 0.0237

mpeg-7 0.0133 present 0.0231

describ 0.0130 implement 0.0217

deliveri 0.0120 applications, 0.0154

TOPIC_13 0.0173 TOPIC_14 0.0184

在线教育内容管理 结构性文字

manag 0.1173 gener 0.1019

learn 0.0570 test 0.0968

paper 0.0343 automat 0.0496

present 0.0327 autom 0.0368

onlin 0.0262 case 0.0330

univers 0.0211 specif 0.0325

educ 0.0193 state 0.0267

base 0.0164 embed 0.0162

support 0.0161 behavior 0.0160

materi 0.0154 paper 0.0133

TOPIC_15 0.0216 TOPIC_16 0.0188

XML组织、正则语言 产品设计

express 0.0551 design 0.2113

logic 0.0386 develop 0.0531

type 0.0372 process 0.0389

class 0.0269 methodolog 0.0296

problem 0.0185 base 0.0203

extend 0.0181 tool 0.0191

properti 0.0178 analysi 0.0178

regular 0.0178 paper 0.0177

formal 0.0176 reus 0.0153

complex 0.0175 process. 0.0151

TOPIC_17 0.0199 TOPIC_18 0.0206

结构性文字 系统开发

research 0.0756 system 0.4445

activ 0.0334 system. 0.0462

develop 0.0318 base 0.0440

recent 0.0306 implement 0.0412

work 0.0271 system 0.0321

technolog 0.0259 systems. 0.0317

discuss 0.0217 web-bas 0.0272

current 0.0216 develop 0.0193

futur 0.0168 design 0.0170

increas 0.0149 systems 0.0164

TOPIC_19 0.0178 TOPIC_20 0.0190

信息抽取与表示 结构性文字

rule 0.0658 problem 0.0480

extract 0.0572 issu 0.0340

mine 0.0501 address 0.0340

set 0.0473 challeng 0.0302

propos 0.0271 provid 0.0290

repres 0.0260 global 0.0262

present 0.0254 local 0.0260

complex 0.0233 import 0.0200

appli 0.0216 however, 0.0158

form 0.0202 common 0.0147

TOPIC_21 0.0199 TOPIC_22 0.0176

结构性文字 可视化

approach 0.1700 visual 0.0603

requir 0.0353 (c) 0.0546

complex 0.0324 right 0.0507

graph 0.0323 elsevi 0.0473

propos 0.0246 reserved. 0.0438

exist 0.0235 b.v. 0.0255

effici 0.0203 scienc 0.0243

space 0.0185 3d 0.0231

techniqu 0.0169 present 0.0222

larg 0.0159 ltd. 0.0170

TOPIC_23 0.0188 TOPIC_24 0.0233

结构性文字 XML结构与元素组织

method 0.1505 xml 0.0629

propos 0.1032 effici 0.0578

evalu 0.0456 index 0.0571

base 0.0444 structur 0.0481

techniqu 0.0361 scheme 0.0390

qualiti 0.0355 propos 0.0354

effect 0.0335 node 0.0337

improv 0.0243 path 0.0336

paper, 0.0234 label 0.0234

order 0.0196 process 0.0212

TOPIC_25 0.0233 TOPIC_26 0.0252

XML文档呈现结构 XML查询与XQuery语言

xml 0.3065 queri 0.2585

document 0.2888 xml 0.0839(www.xing528.com)

structur 0.1121 xpath 0.0359

documents. 0.0493 evalu 0.0293

documents, 0.0216 optim 0.0275

document. 0.0156 process 0.0273

repres 0.0126 xqueri 0.0258

structure. 0.0085 stream 0.0222

document, 0.0083 filter 0.0199

hierarch 0.0078 answer 0.0190

TOPIC_27 0.0204 TOPIC_28 0.0209

软件架构 概念模型

softwar 0.1273 model 0.3816

architectur 0.1005 simul 0.0625

develop 0.0843 conceptu 0.0278

platform 0.0452 model, 0.0233

configur 0.0349 level 0.0231

open 0.0337 model. 0.0217

flexibl 0.0235 uml 0.0190

support 0.0168 models. 0.0152

implement 0.0144 repres 0.0146

includ 0.0124 abstract 0.0138

TOPIC_29 0.0183 TOPIC_30 0.0193

操作系统与监控 语义网与知识表示

oper 0.0653 semant 0.1661

process 0.0512 ontolog 0.0653

system 0.0416 annot 0.0340

execut 0.0333 represent 0.0235

remot 0.0301 repres 0.0224

plan 0.0247 approach 0.0215

machin 0.0231 concept 0.0198

task 0.0225 domain 0.0184

monitor 0.0213 rdf 0.0169

implement 0.0209 mean 0.0159

TOPIC_31 0.0230 TOPIC_32 0.0211

查询与匹配方法 XML与数据库

tree 0.0793 databas 0.1717

algorithm 0.0785 xml 0.1629

pattern 0.0486 relat 0.1307

match 0.0425 store 0.0657

effici 0.0218 data 0.0513

frequent 0.0208 storag 0.0365

order 0.0198 databases. 0.0168

problem 0.0192 database. 0.0167

find 0.0159 nativ 0.0153

twig 0.0126 tabl 0.0134

TOPIC_33 0.0196 TOPIC_34 0.0206

信息交换 计算性能

standard 0.1721 similar 0.0460

exchang 0.0596 result 0.0429

interoper 0.0501 perform 0.0388

messag 0.0455 experi 0.0352

industri 0.0218 cluster 0.0344

solut 0.0199 measur 0.0318

commun 0.0190 show 0.0243

adopt 0.0173 comput 0.0226

interchang 0.0154 detect 0.0209

technolog 0.0137 compar 0.0192

TOPIC_35 0.0213 TOPIC_36 0.0211

网络管理协议 编程

network 0.1099 program 0.0731

protocol 0.0408 tool 0.0696

manag 0.0402 file 0.0540

server 0.0391 code 0.0452

client 0.0271 java 0.0379

commun 0.0271 implement 0.0184

architectur 0.0173 gener 0.0176

sensor 0.0171 sourc 0.0174

wireless 0.0124 develop 0.0168

connect 0.0121 creat 0.0148

TOPIC_37 0.0189 TOPIC_38 0.0186

对象与内容 数据依赖

object 0.0858 function 0.0673

compon 0.0812 depend 0.0406

describ 0.0342 xml 0.0366

paper 0.0320 form 0.0350

context 0.0293 kei 0.0270

event 0.0264 part 0.0241

interact 0.0243 import 0.0235

aspect 0.0216 set 0.0216

build 0.0192 defin 0.0215

present 0.0166 hierarch 0.0193

TOPIC_39 0.0189 TOPIC_40 0.0223

生物信息学数据管理 元数据、存储

analysi 0.0572 data 0.4571

sequenc 0.0221 metadata 0.0631

tool 0.0166 exchang 0.0386

protein 0.0153 format 0.0353

biolog 0.0151 data. 0.0345

net 0.0139 data, 0.0257

human 0.0123 scientif 0.0163

includ 0.0114 repositori 0.0124

chemic 0.0109 research 0.0122

predict 0.0107

TOPIC_41 0.0196 TOPIC_42 0.0195

用户交互 移动技术

user 0.1769 mobil 0.0689

interfac 0.0936 agent 0.0514

interact 0.0374 devic 0.0421

support 0.0228 commun 0.0337

custom 0.0194 paper 0.0211

present 0.0186 person 0.0208

specif 0.0171 applic 0.0207

profil 0.0169 technolog 0.0188

multipl 0.0145 intellig 0.0175

TOPIC_43 0.0183 TOPIC_44 0.0187

格式转换 电力系统管理

transform 0.0786 project 0.0546

gener 0.0745 electron 0.0410

format 0.0601 work 0.0263

html 0.0250 creat 0.0232

translat 0.0245 aim 0.0212

automat 0.0226 organ 0.0168

present 0.0226 technic 0.0158

graphic 0.0216 public 0.0150

input 0.0206 refer 0.0148

TOPIC_45 0.0202 TOPIC_46 0.0209

XML标记语言 数据融合

languag 0.2519 data 0.2223

extens 0.0968 integr 0.1293

markup 0.0893 sourc 0.0582

describ 0.0283 heterogen 0.0574

descript 0.0274 view 0.0550

language, 0.0171 updat 0.0315

language. 0.0165 xml 0.0165

language) 0.0163 data. 0.0153

featur 0.0160 mediat 0.0138 sources. 0.0137

TOPIC_47 0.0255 TOPIC_48 0.0181

Web Service服务 数字图书馆安全

web 0.3019 secur 0.1108

servic 0.2462 digit 0.0604

services. 0.0272 paper 0.0232

services, 0.0167 provid 0.0213

soap 0.0149 librari 0.0196

provid 0.0132 tempor 0.0191

page 0.0112 kei 0.0175

composit 0.0104 solut 0.0172

service-ori 0.0090 mechan 0.0155

site 0.0085 implement 0.0154

TOPIC_49 0.0191 TOPIC_50 0.0182

知识表示与知识工程 XML文本控制

knowledg 0.0959 access 0.1722

support 0.0632 control 0.1069

engin 0.0495 polici 0.0340

represent 0.0383 author 0.0325

develop 0.0322 inform 0.0261

tool 0.0292 propos 0.0258

domain 0.0266 spatial 0.0245

construct 0.0225 base 0.0200

decis 0.0206 geograph 0.0144

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