technology logo
technology logo

False News Detector

share link

by sshemanthbollepalli dot icon Updated: Aug 6, 2022

Solution Kit Solution Kit  

In this project, we have used various natural language processing techniques and machine learning algorithms to classify fake news articles using sci-kit libraries from python.

About Libraries

We Use Jupyter Notebook as the Environment and NumPy for Data Analysis and Exploration and spaCy used for Text Mining,Finally Scikit Learn used for Sentence Embedding

notebookby jupyter

Jupyter Notebook doticonstar image 9914 doticonVersion:v7.0.0a18doticon
License: Permissive (BSD-3-Clause)

Jupyter Interactive Notebook

Support
    Quality
      Security
        License
          Reuse

            notebookby jupyter

            Jupyter Notebook doticon star image 9914 doticonVersion:v7.0.0a18doticon License: Permissive (BSD-3-Clause)

            Jupyter Interactive Notebook
            Support
              Quality
                Security
                  License
                    Reuse

                      scipyby scipy

                      Python doticonstar image 10995 doticonVersion:v1.10.1doticon
                      License: Permissive (BSD-3-Clause)

                      SciPy library main repository

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                scipyby scipy

                                Python doticon star image 10995 doticonVersion:v1.10.1doticon License: Permissive (BSD-3-Clause)

                                SciPy library main repository
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          scikit-learnby scikit-learn

                                          Python doticonstar image 53572 doticonVersion:1.2.2doticon
                                          License: Permissive (BSD-3-Clause)

                                          scikit-learn: machine learning in Python

                                          Support
                                            Quality
                                              Security
                                                License
                                                  Reuse

                                                    scikit-learnby scikit-learn

                                                    Python doticon star image 53572 doticonVersion:1.2.2doticon License: Permissive (BSD-3-Clause)

                                                    scikit-learn: machine learning in Python
                                                    Support
                                                      Quality
                                                        Security
                                                          License
                                                            Reuse

                                                              Working of False News Detector

                                                              Essentially, Linguistic Cue approaches detect fake news by catching the information manipulators in the writing style of the news content. The main methods that have been implemented under the Linguistic Cue approaches are Data Representation, Deep Syntax, Semantic Analysis, and Sentiment Analysis.

                                                              FakeNewsDetectionby sshemanth

                                                              Jupyter Notebook doticonstar image 0 doticonVersion:Currentdoticon
                                                              License: Permissive (MIT)

                                                              Support
                                                                Quality
                                                                  Security
                                                                    License
                                                                      Reuse

                                                                        FakeNewsDetectionby sshemanth

                                                                        Jupyter Notebook doticon star image 0 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                        Support
                                                                          Quality
                                                                            Security
                                                                              License
                                                                                Reuse

                                                                                  See similar Kits and Libraries