tgalery

[
    "http://www.wcpo.com/news/news-photo-gallery/neil-armstrong-memorial-service-in-dc",
    "http://www.wcpo.com/entertainment/local-a-e/video-top-collegiate-art-students-win-showcase-at-cincinnati-gallery",
    "http://www.wcpo.com/news/news-photo-gallery/cincinnati-entertainment-awards-17th-annual-cea-awards",
    "http://www.wcpo.com/news/news-photo-gallery/agony-and-fun-of-a-winter-storm",
    "http://www.wcpo.com/news/news-photo-gallery/throwbackthursday-our-top-9-photos-of-the-week",
    "http://www.wcpo.com/news/news-photo-gallery/cincy-dances-in-washington-park",
    "http://www.wcpo.com/web/wcpo/news/news-photo-gallery/man-jumps-from-deck-to-escape-cold-spring-fire",
    "http://www.wcpo.com/weather/weather-photo-gallery/march-roars-with-ice-and-snow",
    "http://www.wcpo.com/weather/weather-photo-gallery/heavy-rains-hit-tri-state",

tgalery

Issues with stem-based Spotlight

1. Bare stemming might be a bit too coarse grained.
   1. Possessive pronouns and contractions reduce to the same form. For example, "[Shake its] head" and "Shake it" the song reduce "shak it" and we have topic interferences from one form to the other.
   2. Latin pluralities (borrowings) reduce like native pluralities, e.g. "Illuminati" reduces to "illumit" and we get the topic Ilumminated.
   3. Acronyms might reduce to blacklisted words, e.g. "IT" => "it".
   4. Verbal endings, e.g. "whisking up" => "whisk up" and we disambiguate it as whiskey.
   5. "According" => "accord" which is then disambiguated as Honda Accord.
2. "The timing" => Time

tgalery

Extracting topics for  /Users/Thiago/datasets/client_dumps/annotated_transcripts/UKArchive/conversation_feedback_533b97b949ba5_-1589507063_014491c1-53d0-136f-f689-836c922ac0f5.wav.txt
Initial text is 

>>  Jack Ruin


New topic extracted  Contact_centre_(business)
New topic extracted  Address_book
New topic extracted  Dean_(religion)
New topic extracted  Manager_(baseball)

tgalery

Preliminary notes on NVM transcript data

Intro:

Looking at the data from New Virgin Media, many conversions lack appropriate topics. This is due to a number of reasons, such as :

1. Calls are not answered, so we can't extract much.

Looking at the distribution of the sample handed in:

tgalery

url: http://www.fastcoexist.com/3020930/yahoo-says-that-killing-working-from-home-is-turning-out-perfectly
text: When Yahoo CEO Marissa Mayer banned her 12,000 employees from working from home in February, her all-hands-on-deck ultimatum ignited a national debate on the merits of cloudworking that still rages. Silicon Valley’s fair-haired wunderkind was alternately mocked and condemned by the likes of Maureen Dowd and Richard Branson, while pundits declared she’d made “a terrible mistake.” Some even wondered whether Mayer was trying to make them quit. Mayer was finally hounded into addressing the issue in April, acknowledging her critics' contention that “people are more productive when they're alone,” and then stressing “but they're more collaborative and innovative when they're together.” Eight months later, Yahoo insists Mayer was right. (And earlier this month, HP’s Meg Whitman followed suit.) The workplace has become a catalyst for energy and buzz.Despite predictions of “epic policy failure,” in the word

tgalery

url: http://www.fastcoexist.com/3020930/yahoo-says-that-killing-working-from-home-is-turning-out-perfectly
text: When Yahoo CEO Marissa Mayer banned her 12,000 employees from working from home in February, her all-hands-on-deck ultimatum ignited a national debate on the merits of cloudworking that still rages. Silicon Valley’s fair-haired wunderkind was alternately mocked and condemned by the likes of Maureen Dowd and Richard Branson, while pundits declared she’d made “a terrible mistake.” Some even wondered whether Mayer was trying to make them quit. Mayer was finally hounded into addressing the issue in April, acknowledging her critics' contention that “people are more productive when they're alone,” and then stressing “but they're more collaborative and innovative when they're together.” Eight months later, Yahoo insists Mayer was right. (And earlier this month, HP’s Meg Whitman followed suit.)The workplace has become a catalyst for energy and buzz.Despite predictions of “epic policy failure,” in the words

tgalery

http://econsultancy.com/blog/9583-how-video-marketing-powers-seo
http://dbpedia.org/resource/Vayu -- 0.1
http://dbpedia.org/resource/Algorithm -- 0.35
http://dbpedia.org/resource/ComScore -- 0.67
http://dbpedia.org/resource/Vimeo -- 0.53
http://dbpedia.org/resource/Web_search_engine -- 0.89
http://dbpedia.org/resource/Facebook -- 0.1
http://dbpedia.org/resource/YouTube -- 0.79
http://dbpedia.org/resource/LinkedIn -- 0.1
http://dbpedia.org/resource/Twitter -- 0.1

tgalery

Printing Frequency Table for sponge bob => /m/07vqnc 

{   'incoming': {   u'appears_in': 15,
                    u'created': 1,
                    u'subject': 2,
                    u'type_rel': 5},
    'outgoing': {   u'adaptation': 1,
                    u'certification': 3,
                    u'contributor': 16,
                    u'genre': 18,

tgalery

Printing Frequency Table for sponge bob => /m/07vqnc 

{ u'adaptation': 1,
  u'appears_in': 15,
  u'certification': 3,
  u'contributor': 16,
  u'created': 1,
  u'genre': 18,
  u'notable': 1,
  u'part': 20,

tgalery

This doc keeps track of some of the changes made to the ontology. Transformations mapped so far:

Relationships removed

• "expressed_by" (between books/movies/films and languages)
• "location" (between timezones and places)
• "practicioneer" (between religion/languages and people)

Relationships mapped: