Documentos que analizan a Ceibal

Análisis con PLN

Ceibal
análisis
Fecha de publicación

16 de abril de 2024

Fecha de modificación

22 de enero de 2025

Documentos en Scopus que analizan a Ceibal

Este capítulo analiza 36 documentos que hablan de Ceibal encontrados el 9 de abril de 2024 en Scopus. El análisis se realiza de manera comparada usando técnicas de procesamiento de lenguaje natural (PLN).


--------------------------------------------------
 topic     beta                 words             
------- ---------- -------------------------------
   1     0.01866              internet            

   1     0.01837               uruguay            

   1     0.01799               ceibal             

   1     0.01669              teaching            

   1     0.01431               public             

   1     0.01431              analysis            

   1     0.01192      plan, device, management,   
                      infrastructure, teachers    

   2     0.02482             digital, de          

   2     0.02128             information          

   2     0.01773               uruguay            

   2     0.01418         library, public, en      

   2     0.01064      ceibal, plan, education,    
                    access, school, article, el,  
                         una, tools, analyze      

   3     0.03133               ceibal             

   3     0.02872                plan              

   3     0.01828               income             

   3     0.01567              household           

   3     0.01305    program, project, technology, 
                    access, teacher, households,  
                                paper             

   4     0.01695      project, ceibal, system,    
                               laptop             

   4     0.01412       laptops, plan, uruguay     

   4      0.0113    network, education, learning, 
                      infrastructure, schools,    
                           distributed, xo        

   5     0.03347               project            

   5     0.02434               network            

   5      0.0213               laptops            

   5     0.01826              mobility            

   5     0.01521                ruca              

   5     0.01356               ceibal             

   5     0.01217          characteristics,        
                     infrastructure, deployment,  
                           paper, wireless        

   6     0.03544               digital            

   6     0.03038               program            

   6     0.02278             information          

   6     0.02025            ceibal, plan          

   6     0.01772          education, child        

   6     0.01519              children            

   6     0.01266         uruguay, uruguayan       

   7     0.02158             technology           

   7     0.01918       ceibal, plan, learning,    
                              students            

   7     0.01439                mooc              

   7     0.01199               uruguay            

   7     0.009592   education, access, analysis,  
                        educational, support,     
                         developed, student       

   8     0.03401              education           

   8     0.02721         technology, public,      
                            technological         

   8     0.02041     internet, study, scenarios,  
                     challenges, future, traffic  

   9     0.02866          information, plan       

   9     0.02548               ceibal             

   9     0.01592         literacy, research       

   9     0.01274       education, experiment,     
                    teachers, facilities, school, 
                              public, 1           

  10     0.02902              teaching            

  10     0.02111               results            

  10     0.01583       ceibal, plan, teachers     

  10     0.01319       program, school, study,    
                          uruguay, research       
--------------------------------------------------

Document-feature matrix of: 36 documents, 1,186 features (92.92% sparse) and 4 docvars.
       features
docs    paper present two recent inform literaci access initi uruguay necessari
  text1     2       2   1      1      6        1      2     1       4         1
  text2     0       1   2      0      1        0      2     0       0         0
  text3     0       0   0      0      0        0      0     0       1         0
  text4     1       1   0      0      1        0      0     1       1         0
  text5     0       0   0      0      2        0      0     1       2         0
  text6     3       0   0      0      0        0      0     0       1         0
[ reached max_ndoc ... 30 more documents, reached max_nfeat ... 1,176 more features ]
   ceibal      plan      educ       use technolog   uruguay    school    laptop 
       65        60        55        51        45        44        43        42 
  teacher   program 
       37        35 
   ceibal   uruguay         ©      plan      educ       use    school    public 
       34        31        31        29        26        25        21        20 
   result technolog    laptop   teacher     studi   develop     paper 
       19        19        18        17        17        16        15 
                                  educativo 
                                          1 
                                        176 
                                          1 
                                     study’ 
                                          1 
                                      worth 
                                          1 
                                    mention 
                                          1 
                                  low-frequ 
                                          1 
                                     foster 
                                          1 
                                      boost 
                                          1 
                                  prescript 
                                          1 
                                   modestum 
                                          1 
                                    creativ 
                                          1 
                                     common 
                                          1 
                                   attribut 
                                          1 
                                     licens 
                                          1 
http://creativecommons.org/licenses/by/4.0/ 
                                          1 
[1] 36
[1] 160
# If you want to convert the frequency count to a proportion within documents, use dfm_weight(scheme = "prop").

#dfmat_prop <- dfm_weight(dtm, scheme  = "prop")
#print(dfmat_prop)
[1] 1552
     ceibal        plan     uruguay   education information      public 
         63          57          42          34          33          32 
          ©     results     digital     project 
         31          28          27          27 
[1] 59 59
Feature co-occurrence matrix of: 6 by 59 features.
             features
features      paper information literacy access uruguay digital context public
  paper           5          25        7     11      23       8       4     23
  information     0          60       55     23      43      30      10     49
  literacy        0           0        9      2       8       9       2     16
  access          0           0        0     11      20      42       7     20
  uruguay         0           0        0      0      15      33      14     47
  digital         0           0        0      0       0      45      13     23
             features
features      national school
  paper              6     18
  information       13     27
  literacy           1      7
  access             9     11
  uruguay           18     34
  digital           14     10
[ reached max_nfeat ... 49 more features ]

# A tibble: 1,542 × 2
   word            n
   <chr>       <int>
 1 ceibal         63
 2 plan           58
 3 uruguay        43
 4 education      34
 5 information    33
 6 public         32
 7 results        28
 8 technology     28
 9 digital        27
10 program        27
# ℹ 1,532 more rows
# A tibble: 6,786 × 2
   word        sentiment
   <chr>       <chr>    
 1 2-faces     negative 
 2 abnormal    negative 
 3 abolish     negative 
 4 abominable  negative 
 5 abominably  negative 
 6 abominate   negative 
 7 abomination negative 
 8 abort       negative 
 9 aborted     negative 
10 aborts      negative 
# ℹ 6,776 more rows

  • El más negativo es el de DEMOS Mobility

  • Le sigue el de Media Education in Uruguay,

  • Luego empatados están Anti-theft **el de Fiorella !!, Discourse, educational policy and technology, y SM4T.

  • Con 0 está el doc de Evaluation of deployment alternatives... y el de Thinking the Plan Ceibal from the perspective of...

  • El más positivo es el de Strategies for...

  • seguido por In what do mathematics teaching practices change...

  • y por Facilitating change in primary education

Tf-idf

Podemos determinar qué palabras son las más exclusivas para cada libro/documento de nuestro corpus calculando la puntuación tf-idf (frecuencia de término-frecuencia de documento inversa) para cada término. El tf-idf es el cociente de la frecuencia del término y la frecuencia del término en el documento: \(\frac{tf}{idf}\), donde \(\text{tf}=\frac{n_\text{palabra}}{n_\text{total palabras en doc}}\), y donde \(\text{idf}=\frac{n_\text{{docs}}}{n_\text{docs que tienen la palabra}}\).

#dat_udhr <- readtext(paste0(path_data, “/pdf/UDHR/*.pdf”), docvarsfrom = “filenames”, docvarnames = c(“document”, “language”), sep = “_“)

to check encoding

filename <- gsub(“.txt$”, ““, filename) encoding <- sapply(strsplit(filename,”_“),”[“, 3) head(encoding)

 [1] "Authors"           "Author.full.names" "Author.s..ID"     
 [4] "Title"             "Year"              "Source.title"     
 [7] "Volume"            "Issue"             "Art..No."         
[10] "Page.start"        "Page.end"          "Page.count"       
[13] "Cited.by"          "DOI"               "Link"             
[16] "Abstract"          "Author.Keywords"   "Index.Keywords"   
[19] "Document.Type"     "Publication.Stage" "Open.Access"      
[22] "Source"            "EID"              
Corpus consisting of 36 documents and 22 docvars.
text1 :
"In this paper we present two recent information literacy and..."

text2 :
"This work presents the main results from installing Internet..."

text3 :
"Remote teaching has been used successfully with the evolutio..."

text4 :
"Uruguay has a countrywide implementation of the One Laptop p..."

text5 :
"In 2007, Uruguay implemented the Basic Computer Education Co..."

text6 :
"This paper describes the RUCA project, the work done on its ..."

[ reached max_ndoc ... 30 more documents ]
Corpus consisting of 36 documents, showing 5 documents:

  Text Types Tokens Sentences
 text1   129    232         6
 text2    85    127         6
 text3    91    134         6
 text4   181    314        10
 text5   115    189         8
                                                      Authors
                             Capurro R.; Rodríguez Fleitas M.
                                         Schinca I.; Amigo I.
 Ríos B.; Martínez E.; Silvera D.; Cancela P.; Capdehourat G.
              Giachino M.; Baliosian J.; Grampín E.; Visca J.
                                   De María N.; Bartesaghi I.
                                                                                                                                         Author.full.names
                                                                                Capurro, Rafael (6506546454); Rodríguez Fleitas, Maximiliano (57194097555)
                                                                                                Schinca, Ismael (36069709600); Amigo, Isabel (57207346397)
 Ríos, Braulio (58744822400); Martínez, Emilio (58744822500); Silvera, Diego (58745658700); Cancela, Pablo (6508290965); Capdehourat, Germán (36866112000)
                               Giachino, Martín (24469759400); Baliosian, Javier (16303003000); Grampín, Eduardo (13907694500); Visca, Jorge (24470298400)
                                                                                        De María, Natalia (58645421400); Bartesaghi, Ignacio (57188934712)
                                                   Author.s..ID
                                        6506546454; 57194097555
                                       36069709600; 57207346397
 58744822400; 58744822500; 58745658700; 6508290965; 36866112000
             24469759400; 16303003000; 13907694500; 24470298400
                                       58645421400; 57188934712
                                                                                                                           Title
                                                                          Let the Orientales be as enlightened as they are brave
                           Using renewable energy to include off-grid rural schools into the national equity project plan ceibal
                                                                     Teaching Practices Analysis Through Audio Signal Processing
                                                                                                            DEMOS mobility model
 Digital gap and education: one computer per child in Uruguay; [Brecha digital y educación: una computadora por niño en Uruguay]
 Year
 2017
 2010
 2024
 2010
 2023
                                                                                                                         Source.title
                                                                                                            Education for Information
                                                                  2010 International Conference on Biosciences, BioSciencesWorld 2010
 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
                                         Proceedings - 6th International Conference on Wireless and Mobile Communications, ICWMC 2010
                                                                                               Brazilian Journal of International Law
     Volume Issue Art..No. Page.start Page.end Page.count Cited.by
         33     1                   3       21         18        0
                   5445558        130      134          4        3
 14469 LNCS                       133      147         14        0
                   5629057        177      184          7        2
         20                       119      134         15        0
                              DOI
               10.3233/EFI-170984
 10.1109/BioSciencesWorld.2010.23
     10.1007/978-3-031-49018-7_10
            10.1109/ICWMC.2010.29
           10.5102/rdi.v20i2.9116
                                                                                                                                                     Link
               https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018697931&doi=10.3233%2fEFI-170984&partnerID=40&md5=2d4112846d7b928433802700fe312528
 https://www.scopus.com/inward/record.uri?eid=2-s2.0-77952604925&doi=10.1109%2fBioSciencesWorld.2010.23&partnerID=40&md5=299fcc6bf31ed9e8b4869d95da3cee87
     https://www.scopus.com/inward/record.uri?eid=2-s2.0-85178605027&doi=10.1007%2f978-3-031-49018-7_10&partnerID=40&md5=398cc541f2ee55cf90da68108bc53972
            https://www.scopus.com/inward/record.uri?eid=2-s2.0-79952064376&doi=10.1109%2fICWMC.2010.29&partnerID=40&md5=5ec7b397269839032aec9aeb57c83169
           https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179099119&doi=10.5102%2frdi.v20i2.9116&partnerID=40&md5=700458bc36432315c4f538b639b16611
                                                                                                                                            Author.Keywords
 Biblioteca Nuevo Roble; digital divide; information ethics; phenomenology; Philosophy of information; Plan Ceibal; public schools; school library; Uruguay
                                                                                                        Ceibal; Connectivity; Off-grid; Photovoltaic system
                                                           audio signal processing; classroom activity detection; diarization; education; teaching analysis
                                                                                            Mobility model; Network simulator; OLPC; Opportunistic networks
                                                                    digital divide; digitalization; education; innovation; Negroponte; Plan Ceibal; Uruguay
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Index.Keywords
                                                                                                                                                                                                                                                   History; Libraries; Philosophical aspects; School buildings; Biblioteca Nuevo Roble; Digital divide; Information ethics; phenomenology; Philosophy of information; Plan Ceibal; Public schools; School libraries; Uruguay; Digital libraries
                                                                                                                                                    Installation; Laptop computers; Photovoltaic cells; Photovoltaic effects; Renewable energy resources; Charging mechanism; Educational improvement; Hole systems; Internet access; Main characteristics; Off-grids; Photovoltaic energy; Photovoltaic systems; Project plans; Public schools; Renewable energies; Societies and institutions
                                                                                                                                                                                                                                High level languages; Speech communication; Activity detection; Broadband Internet; Classroom activity; Classroom activity detection; Diarization; Educational program; Remote teaching; Teaching analyse; Teaching practices; Uruguay; Audio signal processing
 Mobile telecommunication systems; Real variables; Sensor networks; Simulators; Wireless sensor networks; Deployment characteristics; Domestic environments; Environmental information; Essential characteristic; Generator tool; Mobility areas; Mobility model; Network simulator; Network simulators; New applications; OLPC; Opportunistic networks; Opportunistic routing; Position systems; Real networks; Simulation environment; Software updates; Speed-ups; Uruguay; Laptop computers
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
    Document.Type Publication.Stage
          Article             Final
 Conference paper             Final
 Conference paper             Final
 Conference paper             Final
          Article             Final
                                            Open.Access Source
                                                        Scopus
                                                        Scopus
                                                        Scopus
                                                        Scopus
 All Open Access; Bronze Open Access; Green Open Access Scopus
                EID
 2-s2.0-85018697931
 2-s2.0-77952604925
 2-s2.0-85178605027
 2-s2.0-79952064376
 2-s2.0-85179099119
Corpus consisting of 36 documents and 22 docvars.
Capurro R.; Rodríguez Fleitas M. Let the Orientales be as enlightened as they are brave 2017 :
"In this paper we present two recent information literacy and..."

Schinca I.; Amigo I. Using renewable energy to include off-grid rural schools into the national equity project plan ceibal 2010 :
"This work presents the main results from installing Internet..."

Ríos B.; Martínez E.; Silvera D.; Cancela P.; Capdehourat G. Teaching Practices Analysis Through Audio Signal Processing 2024 :
"Remote teaching has been used successfully with the evolutio..."

Giachino M.; Baliosian J.; Grampín E.; Visca J. DEMOS mobility model 2010 :
"Uruguay has a countrywide implementation of the One Laptop p..."

De María N.; Bartesaghi I. Digital gap and education: one computer per child in Uruguay; [Brecha digital y educación: una computadora por niño en Uruguay] 2023 :
"In 2007, Uruguay implemented the Basic Computer Education Co..."

Gomes A.C.F.G.; Duarte J.L.; Balbi H.D.; Carrano R.C.; Magalhães L.C.S. RUCA: Research on challenges in ICT infrastructure for large-scale deployment of educational laptops 2009 :
"This paper describes the RUCA project, the work done on its ..."

[ reached max_ndoc ... 30 more documents ]
docvars(corp_inaug, field = "Year")
 [1] 2017 2010 2024 2010 2023 2009 2015 2015 2023 2018 2016 2013 2022 2017 2017
[16] 2019 2014 2017 2009 2019 2022 2019 2018 2020 2021 2014 2020 2017 2015 2013
[31] 2014 2019 2018 2009 2017 2021

Menciones al rol docente

kw_ceibal <- kwic(toks, pattern =  "teacher*")
head(kw_ceibal, 10)
Keyword-in-context with 10 matches.                                                                   
   [text3, 64]     accuraci relev lesson metric analysi | teacher |
   [text7, 34]   perspect studi consist survey mathemat | teacher |
   [text7, 59]   pedagog intervent group sampl mathemat | teacher |
   [text7, 68] support instrument along develop network | teacher |
   [text7, 86]    phase investig sought character math’ | teacher |
  [text7, 113]     compon social equiti notwithstand 68 | teacher |
   [text9, 35]    administr platform new pedagogi adequ | teacher |
 [text10, 133]                  1 can understand role s | teacher |
  [text11, 18]             made plan ceibal mac support | teacher |
  [text11, 47]        república udelar research work 20 | teacher |
                                          
 talk time languag usag english           
 first year middl school follow           
 addit instanc train support instrument   
 design implement innov curriculum project
 popul understand teach practic profession
 consid littl noth chang teach            
 train new institut framework can         
 better 2 can rethink technolog           
 uruguay experi carri within framework    
 came state school western district       
toks_inaug <- tokens(fulltext, remove_punct = TRUE)
dfmat_inaug <- dfm(toks_inaug)
print(dfmat_inaug)
Document-feature matrix of: 36 documents, 1,641 features (93.12% sparse) and 4 docvars.
       features
docs    in this paper we present two recent information literacy and
  text1  5    1     2  3       2   1      1           6        1   9
  text2  3    1     0  0       0   2      0           1        0   5
  text3  5    3     0  2       0   0      0           0        0   2
  text4  5    3     1  5       0   0      0           1        0   7
  text5  5    0     0  0       0   0      0           2        0   4
  text6  8    3     3  0       0   0      0           0        0  10
[ reached max_ndoc ... 30 more documents, reached max_nfeat ... 1,631 more features ]
topfeatures(dfmat_inaug, 10)
   the     of    and     in     to      a   this     is ceibal   that 
   468    286    220    176    174    145     78     66     63     61