Statements (56)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Data Analysis Technique
Natural Language Processing Application |
| gptkbp:alsoKnownAs |
Text Data Mining
|
| gptkbp:appliesTo |
gptkb:insurance
gptkb:software Social Media Analysis Market Research Academic Research Customer Feedback Analysis Legal Document Analysis |
| gptkbp:canBe |
gptkb:Naive_Bayes
gptkb:TF-IDF gptkb:Neural_Networks gptkb:Support_Vector_Machines Deep Learning Bag of Words Classification Algorithms Clustering Algorithms Decision Trees Topic Modeling Algorithms Word Embeddings |
| gptkbp:challenge |
Scalability
Data Quality Privacy Concerns Ambiguity in Language Domain Specificity Multilingual Texts |
| https://www.w3.org/2000/01/rdf-schema#label |
Text Mining
|
| gptkbp:input |
Unstructured Text Data
|
| gptkbp:output |
Actionable Insights
Structured Information |
| gptkbp:relatedTo |
gptkb:Machine_Learning
gptkb:museum Data Mining Text Analytics |
| gptkbp:requires |
Tokenization
Feature Extraction Lemmatization Stemming Stop Word Removal Text Preprocessing |
| gptkbp:usedFor |
gptkb:Named_Entity_Recognition
gptkb:Information_Extraction gptkb:Text_Summarization Sentiment Analysis Document Classification Spam Detection Topic Modeling Trend Analysis |
| gptkbp:uses |
gptkb:Natural_Language_Processing
gptkb:Pattern_Recognition Linguistic Analysis Machine Learning Algorithms Statistical Methods |
| gptkbp:bfsParent |
gptkb:Language_Technologies
|
| gptkbp:bfsLayer |
5
|