Diseño  Editorial  Social  en  Portales  de  Información  utilizando  Técnicas  de   Minería  de  Datos
# id - topico#   
172 col (0.552) --- carac (0.075) --- futbol (0.066)30
2118 sub (0.282) --- sudamerican (0.277) --- paraguay (0.158)26
3174 transantiag (0.342) --- transport (0.081) --- sistem (0.050)25
485 davis (0.336) --- cop (0.236) --- rusi (0.223)22
5157 bachelet (0.341) --- michell (0.166) --- president (0.151)22
6148 tenis (0.344) --- mes (0.175) --- mundial (0.112)21
7121 festival (0.356) --- cin (0.288) --- internacional (0.128)18
8173 argentin (0.331) --- uruguay (0.094) --- sub (0.071)18
9179 futbol (0.329) --- equip (0.078) --- jug (0.070)17
10127 gonzalez (0.387) --- fern (0.160) --- tenis (0.155)17
11177 premi (0.273) --- literari (0.128) --- nerud (0.110)15
12113 red (0.47) --- internacional (0.083) --- polici (0.060)14
13150 muj (0.409) --- vid (0.080) --- tipic (0.051)14
1440 mistral (0.44) --- gabriel (0.344) --- leg (0.142)13
15129 maritim (0.319) --- cancill (0.187) --- peruan (0.143)13
16154 vuelv (0.377) --- caer (0.088) --- tenis (0.075)13
17169 busc (0.336) --- inversion (0.064) --- caz (0.063)13
18162 intendent (0.363) --- soled (0.075) --- autoriz (0.056)13
19156 disc (0.343) --- band (0.107) --- lanz (0.064)13
20106 cop (0.332) --- amer (0.306) --- futbol (0.112)13
21131 seren (0.392) --- univers (0.145) --- empat (0.131)13
22176 deten (0.263) --- prision (0.174) --- protest (0.082)12
23160 club (0.345) --- tenis (0.121) --- radi (0.077)12
24168 cin (0.282) --- film (0.101) --- argentin (0.098)12
25125 catol (0.35) --- univers (0.226) --- cin (0.131)12
2659 amist (0.438) --- dung (0.172) --- futbol (0.170)12
27126 peru (0.429) --- diferend (0.096) --- limit (0.093)12
28163 clas (0.255) --- profesor (0.137) --- escolar (0.133)11
2955 femenin (0.38) --- mundial (0.320) --- sub (0.224)11
3068 antofagast (0.515) --- suspend (0.109) --- deport (0.099)11
31105 mujer (0.468) --- asumi (0.062) --- busc (0.062)11
3269 montt (0.452) --- puert (0.286) --- deport (0.082)11
33133 pinochet (0.378) --- popul (0.119) --- juici (0.104)11
34109 latin (0.347) --- amer (0.275) --- fox (0.128)11
35166 segur (0.339) --- agenci (0.063) --- reforz (0.062)11
36141 jug (0.378) --- univers (0.108) --- patrici (0.086)11
37147 chiledeport (0.347) --- deport (0.099) --- director (0.097)11
38175 cos (0.295) --- pon (0.084) --- felip (0.057)11
39111 chin (0.463) --- especi (0.063) --- amarill (0.052)10
40172 softwar (0.203) --- informacion (0.142) --- regional (0.102)10
4184 metr (0.455) --- estacion (0.125) --- pasajer (0.114)10
4210 puel (0.249) --- bolson (0.242) --- hit (0.236)10
43149 medi (0.351) --- tiemp (0.135) --- ambient (0.084)10
44138 educacion (0.399) --- instal (0.099) --- renunci (0.066)10
45170 firm (0.22) --- institut (0.160) --- cuadr (0.151)10
4657 vide (0.54) --- youtub (0.188) --- noch (0.069)10
47164 diari (0.347) --- andar (0.070) --- dep (0.064)10
48139 libr (0.391) --- edit (0.083) --- mexican (0.083)10
4997 hispan (0.419) --- mund (0.261) --- dificil (0.081)10
5083 fujimori (0.448) --- albert (0.101) --- justici (0.098)10
51135 teatr (0.312) --- artes (0.174) --- escen (0.136)10
5291 digital (0.434) --- panoram (0.199) --- analisis (0.157)10
53159 jueg (0.318) --- wii (0.174) --- simil (0.079)10
54171 piel (0.188) --- list (0.160) --- portugal (0.155)9
55140 compr (0.359) --- terren (0.155) --- pag (0.096)9
56143 diput (0.284) --- cam (0.159) --- president (0.129)9
5799 aric (0.473) --- model (0.072) --- mostr (0.070)9
5888 muse (0.411) --- bell (0.188) --- artes (0.129)9
5998 ecuador (0.427) --- sudamerican (0.129) --- venezuel (0.116)9
6079 york (0.43) --- new (0.198) --- nuev (0.138)9
61119 invit (0.383) --- feri (0.154) --- honor (0.111)9
62146 español (0.319) --- lengu (0.184) --- italian (0.096)9
6324 gol (0.625) --- peru (0.171) --- apuest (0.076)9
64134 asalt (0.267) --- carabiner (0.149) --- detien (0.114)9
65151 hij (0.34) --- asegur (0.075) --- madr (0.071)9
66167 dese (0.184) --- ministeri (0.174) --- espej (0.155)9
67137 fot (0.383) --- sesion (0.086) --- phot (0.086)9
6832 agassi (0.509) --- andre (0.235) --- rios (0.181)9
69112 pelicul (0.419) --- film (0.099) --- vid (0.093)9
7052 latinoamerican (0.39) --- cin (0.325) --- muestr (0.150)9
71178 riesg (0.201) --- laur (0.127) --- clinic (0.092)9
72165 pais (0.28) --- bañ (0.187) --- telefoni (0.081)9
7390 conden (0.442) --- confirm (0.109) --- delit (0.086)8
74130 top (0.288) --- torne (0.223) --- tenis (0.160)8
75158 turist (0.245) --- valparais (0.159) --- incendi (0.132)8
76161 sur (0.318) --- core (0.101) --- publicacion (0.079)8
77123 cart (0.338) --- embaj (0.208) --- envi (0.148)8
7893 ener (0.46) --- doming (0.088) --- viern (0.082)8
79153 hombr (0.328) --- cae (0.070) --- cristian (0.065)8
8096 cronic (0.459) --- tristez (0.076) --- jorg (0.074)8
81124 unid (0.403) --- rein (0.119) --- info (0.088)8
8289 viñ (0.437) --- mar (0.146) --- festival (0.130)8
83145 central (0.304) --- post (0.171) --- day (0.122)8
8462 period (0.515) --- colegi (0.123) --- inici (0.070)8
8551 added (0.294) --- keywords (0.294) --- author (0.289)8
86144 vist (0.271) --- windows (0.247) --- liberal (0.096)8
8737 msonormal (0.572) --- new (0.088) --- adult (0.076)8
88108 cruz (0.353) --- maurici (0.268) --- jorg (0.135)8
89128 tempor (0.346) --- viaj (0.247) --- capitul (0.086)8
9064 bush (0.509) --- cumbr (0.078) --- latinoamer (0.075)8
91152 cultur (0.266) --- ministr (0.134) --- artes (0.117)8
92132 director (0.376) --- veron (0.091) --- patrici (0.081)8
93116 internet (0.414) --- film (0.094) --- blog (0.085)8
9461 creci (0.367) --- comerci (0.239) --- cient (0.203)8
95115 web (0.394) --- pagin (0.166) --- vent (0.118)8
96107 bus (0.399) --- transport (0.159) --- sector (0.102)8
97117 version (0.326) --- ruiz (0.267) --- charl (0.103)8
98136 histori (0.336) --- paralel (0.209) --- cien (0.080)8
99142 express (0.278) --- sancion (0.218) --- padr (0.139)8
100100 quier (0.314) --- udi (0.206) --- jennif (0.187)7
10131 marquez (0.373) --- garci (0.306) --- cumpleañ (0.162)7
102114 region (0.366) --- aysen (0.133) --- grad (0.112)7
10347 cartagen (0.443) --- cin (0.215) --- festival (0.151)7
10434 silvi (0.432) --- rodriguez (0.379) --- cuban (0.129)7
10533 gas (0.575) --- natural (0.115) --- argentin (0.115)7
10629 suramerican (0.416) --- acuat (0.295) --- venezuel (0.271)7
10780 anfp (0.345) --- asociacion (0.176) --- profesional (0.144)7
108110 comienz (0.414) --- brill (0.117) --- futbol (0.083)7
10995 corre (0.448) --- capac (0.072) --- hack (0.069)7
11081 consum (0.464) --- model (0.071) --- tom (0.068)7
111101 world (0.31) --- mari (0.307) --- hack (0.076)7
11274 agu (0.479) --- lanz (0.121) --- mejor (0.089)7
11376 lag (0.464) --- ricard (0.128) --- president (0.110)7
11425 chilen (0.559) --- vot (0.222) --- exterior (0.177)7
11520 param (0.345) --- object (0.235) --- embed (0.220)7
116120 fotolog (0.26) --- gigant (0.202) --- santiag (0.193)7
117104 desafi (0.425) --- crecimient (0.103) --- carrer (0.084)7
11878 comunicacion (0.448) --- artes (0.109) --- transparent (0.109)7
119102 cub (0.312) --- juventud (0.244) --- haban (0.204)7
120122 futur (0.329) --- minut (0.230) --- planet (0.165)7
12192 gan (0.444) --- argentin (0.115) --- atp (0.092)7
12219 chem (0.479) --- catol (0.341) --- concepcion (0.135)7
12344 bolivian (0.518) --- poesi (0.143) --- figur (0.117)7
124103 chavez (0.405) --- hug (0.130) --- fuert (0.091)7
12554 arte (0.502) --- artist (0.123) --- artes (0.108)6
12666 pat (0.272) --- poet (0.270) --- artur (0.206)6
12773 contig (0.319) --- conciert (0.244) --- cant (0.240)6
12830 efe (0.353) --- yaho (0.316) --- via (0.243)6
12982 diaz (0.382) --- sep (0.257) --- explic (0.119)6
13026 feedburn (0.35) --- feeds (0.336) --- podcast (0.320)6
13186 valdivi (0.353) --- caden (0.251) --- hrs (0.168)6
13275 energi (0.453) --- renov (0.123) --- cientif (0.091)6
1337 adri (0.468) --- garci (0.402) --- debut (0.163)6
13456 recurs (0.417) --- transantiag (0.203) --- acog (0.151)6
13567 indi (0.487) --- dolar (0.113) --- miercol (0.077)6
13645 feder (0.493) --- refuerz (0.193) --- tenis (0.165)6
13714 ricky (0.463) --- martin (0.374) --- viñ (0.202)6
13887 recuerd (0.42) --- años (0.118) --- art (0.103)6
13965 talc (0.459) --- ric (0.147) --- cost (0.115)6
14048 mileni (0.529) --- mexic (0.107) --- poesi (0.104)6
14158 diseñ (0.481) --- ganador (0.141) --- model (0.139)6
14212 aut (0.659) --- fil (0.109) --- ingles (0.101)6
14341 mat (0.557) --- ingles (0.121) --- pel (0.105)6
144155 rumb (0.227) --- mir (0.224) --- glori (0.126)6
14563 camion (0.366) --- choqu (0.316) --- vehicul (0.120)6
14671 vuelt (0.474) --- sac (0.098) --- memori (0.087)6
14777 irak (0.413) --- estrategi (0.159) --- bush (0.128)6
14827 alianz (0.583) --- cobr (0.117) --- desarroll (0.106)5
14942 progres (0.507) --- amer (0.105) --- cop (0.101)5
15043 documental (0.479) --- cicl (0.186) --- cin (0.140)5
15111 fif (0.607) --- ranking (0.204) --- delegacion (0.172)5
15294 exit (0.366) --- destac (0.167) --- fiest (0.156)5
15350 alumn (0.482) --- univers (0.173) --- grafic (0.104)5
15413 pildor (0.628) --- entreg (0.121) --- judicial (0.109)5
15539 nucl (0.443) --- energi (0.238) --- energet (0.158)5
1565 cabalgat (0.25) --- lacustr (0.250) --- caminat (0.244)5
1578 horn (0.467) --- peruan (0.294) --- atp (0.219)5
15815 ventan (0.619) --- literatur (0.096) --- compromet (0.088)5
15921 bolocc (0.469) --- cecili (0.295) --- vest (0.190)5
16046 lun (0.465) --- chilen (0.135) --- unic (0.115)5
16153 sueñ (0.501) --- propi (0.114) --- iba (0.109)5
16260 play (0.475) --- isabel (0.109) --- sudamerican (0.102)5
16336 gacet (0.376) --- tucum (0.361) --- meg (0.165)5
16470 palabr (0.378) --- exclus (0.302) --- sombr (0.105)5
1653 negr (0.413) --- rio (0.397) --- puel (0.167)4
1666 gat (0.665) --- perr (0.186) --- novel (0.105)4
16722 microsoft (0.495) --- lanz (0.175) --- windows (0.164)4
16818 acuerd (0.523) --- carbon (0.387) --- prepar (0.109)4
16928 conserv (0.488) --- suprem (0.208) --- juez (0.140)4
17049 salv (0.439) --- talent (0.289) --- total (0.135)4
17135 elimin (0.516) --- razon (0.150) --- bail (0.138)4
17223 wikipedi (0.479) --- wiki (0.312) --- corazon (0.131)4
1739 compromet (0.53) --- period (0.346) --- farandul (0.167)4
17416 optim (0.611) --- alcald (0.172) --- bolivian (0.110)4
17517 atlet (0.581) --- jueg (0.127) --- veloc (0.122)4
17638 abandon (0.484) --- pregunt (0.173) --- nomin (0.153)4
1774 links (0.582) --- tags (0.358) --- blog (0.186)4
1782 polem (0.595) --- mach (0.415) --- festival (0.217)3
1791 error (0.882) --- aven (0.103) --- vocacion (0.073)3
1800 junt (0.422) --- habl (0.420) --- aeropuert (0.342)2

indexacion de documentos
espacio_vectorial - wvtool - filtros - tfidf - stemming - stopwords
clustering batch
clusters - centroides - cluto - distancia_coseno - funcion_objetivo
clustering online
incremental - singlepass - similaridad - eventos - umbrales - purge
 
conjunto de referencia
top-25 tópicos [articulos, graficos]
listado de tópicos (completo)

resultados
resultado batch total
resultado batch enero
resultado online febrero
resultado online marzo

documentación aplicación
documentación JAVADOC
CHANGELOG

archivos de configuración
stopwords (filtro de palabras)
stopterms (filtro de términos)
archivo de parámetros

referencias web
...sobre periodismo y medios de comunicacion
...sobre la web 2.0