How to implement Semantic Search in R or Python2019 Community Moderator ElectionWhat algorithms should I use to perform job classification based on resume data?Can we quantify how position within search results is related to click-through probability?Hyperparameter search for LSTM-RNN using Keras (Python)How to implement a BiLSTM to classify speech dataHow to implement a basic query management and recommendation systemHow to automatically verify official documents?Efficient search for a Triples dataHow to implement keras LSTM time seriesSemantic segmentation dataset inspectionWord embeddings for Information Retrieval - Document search?
Can a planet have a different gravitational pull depending on its location in orbit around its sun?
Could Giant Ground Sloths have been a good pack animal for the ancient Mayans?
Are white and non-white police officers equally likely to kill black suspects?
Finding files for which a command fails
Is every set a filtered colimit of finite sets?
Is Fable (1996) connected in any way to the Fable franchise from Lionhead Studios?
Manga about a female worker who got dragged into another world together with this high school girl and she was just told she's not needed anymore
Check if two datetimes are between two others
Is it wise to focus on putting odd beats on left when playing double bass drums?
Does the average primeness of natural numbers tend to zero?
I’m planning on buying a laser printer but concerned about the life cycle of toner in the machine
What does 'script /dev/null' do?
Unbreakable Formation vs. Cry of the Carnarium
Add an angle to a sphere
Does bootstrapped regression allow for inference?
Denied boarding due to overcrowding, Sparpreis ticket. What are my rights?
How can I add custom success page
Are cabin dividers used to "hide" the flex of the airplane?
Where to refill my bottle in India?
Can I legally use front facing blue light in the UK?
How can I fix this gap between bookcases I made?
What are the advantages and disadvantages of running one shots compared to campaigns?
How to deal with fear of taking dependencies
COUNT(*) or MAX(id) - which is faster?
How to implement Semantic Search in R or Python
2019 Community Moderator ElectionWhat algorithms should I use to perform job classification based on resume data?Can we quantify how position within search results is related to click-through probability?Hyperparameter search for LSTM-RNN using Keras (Python)How to implement a BiLSTM to classify speech dataHow to implement a basic query management and recommendation systemHow to automatically verify official documents?Efficient search for a Triples dataHow to implement keras LSTM time seriesSemantic segmentation dataset inspectionWord embeddings for Information Retrieval - Document search?
$begingroup$
I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.
machine-learning deep-learning information-retrieval similar-documents
New contributor
$endgroup$
add a comment |
$begingroup$
I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.
machine-learning deep-learning information-retrieval similar-documents
New contributor
$endgroup$
add a comment |
$begingroup$
I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.
machine-learning deep-learning information-retrieval similar-documents
New contributor
$endgroup$
I have a task to provide semantic searching capabilities. For example, if I have a dataset of resume and if I search for "machine learning" than it should return me all resumes which have data science-related skills despite of missing "machine learning" keyword. How do we search the data through its meaning and related keywords I wonder? I have checked many algorithms also Like LSA, LDA, LSI but cannot find a resource which gives the implementation of the above.
machine-learning deep-learning information-retrieval similar-documents
machine-learning deep-learning information-retrieval similar-documents
New contributor
New contributor
edited 15 hours ago
Yash Kanojia
New contributor
asked 15 hours ago
Yash KanojiaYash Kanojia
63
63
New contributor
New contributor
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function ()
return StackExchange.using("mathjaxEditing", function ()
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix)
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
);
);
, "mathjax-editing");
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "557"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Yash Kanojia is a new contributor. Be nice, and check out our Code of Conduct.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48862%2fhow-to-implement-semantic-search-in-r-or-python%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Yash Kanojia is a new contributor. Be nice, and check out our Code of Conduct.
Yash Kanojia is a new contributor. Be nice, and check out our Code of Conduct.
Yash Kanojia is a new contributor. Be nice, and check out our Code of Conduct.
Yash Kanojia is a new contributor. Be nice, and check out our Code of Conduct.
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48862%2fhow-to-implement-semantic-search-in-r-or-python%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown