Title rating and improvement process and system
In accordance with one embodiment, a method can be implemented that comprises receiving as an input a title of a video from a video sharing web site; parsing the title of the video into one or more n-grams; computing with a computer a title-searchability-score by utilizing the one or more n-grams.
1. A method for evaluating a title in view of popular search topics to quantify searchability of the title, the method comprising:
compiling, using a computer, a list of popular n-grams that includes n-grams that have been previously searched in one or more databases with a frequency satisfying a predefined threshold;
receiving as an input the title of a video provided by a user to a video sharing web site;
parsing the title of the video into one or more title n-grams;
modifying the title n-grams to remove one or more special characters;
comparing the title n-grams to a list of popular n-grams to identify a group of popular title n-grams from the title, each n-gram in the group of popular title n-grams matching a corresponding one of the n-grams on the list of popular n-grams;
computing a search engine optimization metric by utilizing the title and the group of popular title n-grams;
computing a title-searchability-score for the title based on the computed search engine optimization metric and an n-gram ratio, the n-gram ratio being equal to a number of n-grams in the group of popular title n-grams, for n greater than 1, divided by a number of 1-grams in the group of popular title n-grams; and
presenting information to a user indicating a determined searchability for the title, the information based on the title-searchability-score; and
outputting one or more suggestions for making the title more searchable when the title-searchability score satisfies a condition.
2. The method of claim 1 and further comprising:
outputting the title-searchability-score to a user.
3. The method of claim 1 and further comprising:
detecting one or more languages used in the title.
4. The method of claim 1 wherein parsing the title of the video comprises:
dividing the title into sentences.
5. The method of claim 4 wherein parsing the title of the video further comprises:
parsing each sentence into one or more n-grams.
6. The method of claim 1 wherein the condition is satisfied when the title-searchability score exceeds a defined threshold.
7. The method of claim 1 wherein modifying the title n-grams further comprises:
modifying a subset of the title n-grams determined to be unpopular n-grams by changing one or more characters to lowercase and removing special characters from the unpopular n-grams.
8. The method of claim 1 and further comprising:
outputting both a title-searchability-score and a written assessment of searchability of the title.
9. The method of claim 1 and further comprising:
outputting one or more suggested replacement words in the title.
10. The method of claim 1 and further comprising:
outputting one or more suggested replacement words in the title wherein the replacement words are based on relevant documents from text-based sources.
11. An apparatus comprising:
a user interface to receive as an input a title of a video provided by a user to a video sharing web site;
one or more processors to:
parse the title of the video into one or more title n-grams;
compile a list of popular n-grams, the list of popular n-grams including n-grams that have been previously searched in one or more databases with a frequency satisfying a predefined threshold;
modify the title n-grams to remove one or more special characters;
compare the title n-grams to a list of popular n-grams to identify a group of popular title n-grams from the title, each n-gram in the group of popular title n-grams matching a corresponding one of the n-grams on the list of popular n-grams;
compute a search engine optimization metric by utilizing the title and the group of popular title n-grams; and
compute a title-searchability-score for the title based on the computed search engine optimization metric and an n-gram ratio, the n-gram ratio being equal to a number of n-grams in the group of popular title n-grams, for n greater than 1, divided by a number of 1-grams in the group of popular title n-grams; and
a graphical user interface to:
present information to a user indicating a determined searchability for the title, the information based on the title-searchability-score; and
output one or more suggestions for making the title more searchable when the title-searchability score satisfies a condition.
12. The apparatus of claim 11 and further comprising:
an output module to output the title-searchability-score to a user.
13. The apparatus of claim 11 and further comprising:
a language detector to detect one or more languages used in the title.
14. The apparatus of claim 11 wherein the parser to parse the title of the video comprises:
a sentence divider to divide the title into sentences.
15. The apparatus of claim 14 wherein the parser to parse the title of the video further comprises:
an n-gram detector to parse each sentence into one or more n-grams.
16. The apparatus of claim 11 wherein the condition is satisfied when the title-searchability score exceeds a defined threshold.
17. The apparatus of claim 11 wherein the n-gram modifier modifies n-grams determined to be unpopular n-grams by changing one or more characters to lowercase and removing special characters from the unpopular n-grams.
18. The apparatus of claim 11 and further comprising:
an output module to output both a title-searchability-score and a written assessment of searchability of the title.
19. The apparatus of claim 11 and further comprising:
an output module to output one or more suggested replacement words in the title.
20. The apparatus of claim 11 and further comprising:
an output module to output one or more suggested replacement words in the title wherein the replacement words are based on relevant documents from text-based sources.
21. One or more non-transitory computer-readable storage media encoding computer-executable instructions for executing on a computer system a computer process for evaluating a title of a video in view of popular search topics to quantify searchability of the title, the computer process comprising:
compiling, using a computer, a list of popular n-grams that includes n-grams that have been previously searched in one or more databases with a frequency satisfying a predefined threshold;
receiving as an input the title of a video provided by a user to a video sharing web site;
parsing the title of the video into one or more title n-grams;
modifying the title n-grams to remove one or more special characters;
comparing the title n-grams to a list of popular n-grams to identify a group of popular title n-grams from the title, each n-gram in the group of popular title n-grams matching a corresponding one the n-grams on the list of popular n-grams;
computing a search engine optimization metric by utilizing the title and the group of popular title n-grams;
computing a title-searchability-score for the title based on the computed search engine optimization metric and an n-gram ratio, the n-gram ratio being equal to a number of n-grams in the group of popular title n-grams, for n greater than 1, divided by a number of 1-grams in the group of popular title n-grams; and
presenting information to a user indicating a determined searchability for the title, the information based on the title-searchability-score; and
outputting one or more suggestions for making the title more searchable when the title-searchability score satisfies a condition.
22. The one or more non-transitory computer-readable storage media as claimed in claim 21 wherein the computer process further comprises:
outputting the title-searchability-score to a user.