technology logo
technology logo

Fake News Predictor

share link

by lakshmanprabhu8920 dot icon Updated: Aug 6, 2022

Guide Kit Guide Kit  

I am giving my ideas and opinions to solve the problem of spreading fake information as a news in various social media platforms .i suggest few ways for rectifying and avoid fake spreading via shared among ourselves without having a clear knowledge about the reality of the news .lets start exploring my opinions . 1. First we had to create machine learning model. 2.Then, train this model to predict the information present in the news is either 'TRUE' or 'FALSE'. 3.This prediction can be done using NLP using available libraries along with small alterations. 4.In NLP , it compares the present information news data with the available data sets present in the existing data sets. 5.This 'TRUE' or 'FALSE' predicted answer assures us the new is legit or not. 6.Then we can share only the real news among our family and friends. 7.Those models are trained with artificial intelligence . 8.Upto my knowledge it might be a better way to get solution for the use case mentioned for the challenge. I am from a non-coding background (Electronics and Communication Engineering), so its hard for me to source code for this ideas .If my ideas was right then just consider to build app .All the above mentioned ideas are from referring many papers ,journals and adding my creative solution along with them to find out the solution.

FakeNewsNetby KaiDMML

Python doticonstar image 833 doticonVersion:Currentdoticon
no licences License: No License (null)

This is a dataset for fake news detection research

Support
    Quality
      Security
        License
          Reuse

            FakeNewsNetby KaiDMML

            Python doticon star image 833 doticonVersion:Currentdoticonno licences License: No License

            This is a dataset for fake news detection research
            Support
              Quality
                Security
                  License
                    Reuse

                      Fake_News_Detectionby nishitpatel01

                      Jupyter Notebook doticonstar image 382 doticonVersion:Currentdoticon
                      License: Permissive (MIT)

                      Fake News Detection in Python

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                Fake_News_Detectionby nishitpatel01

                                Jupyter Notebook doticon star image 382 doticonVersion:Currentdoticon License: Permissive (MIT)

                                Fake News Detection in Python
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          selfconsistencyby minyoungg

                                          Jupyter Notebook doticonstar image 160 doticonVersion:Currentdoticon
                                          License: Permissive (Apache-2.0)

                                          Code for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency

                                          Support
                                            Quality
                                              Security
                                                License
                                                  Reuse

                                                    selfconsistencyby minyoungg

                                                    Jupyter Notebook doticon star image 160 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                    Code for the paper: Fighting Fake News: Image Splice Detection via Learned Self-Consistency
                                                    Support
                                                      Quality
                                                        Security
                                                          License
                                                            Reuse

                                                              fake-news-detectorby fake-news-detector

                                                              HTML doticonstar image 97 doticonVersion:Currentdoticon
                                                              no licences License: No License (null)

                                                              🤖 Flag and Detect Fake News with the help of AI

                                                              Support
                                                                Quality
                                                                  Security
                                                                    License
                                                                      Reuse

                                                                        fake-news-detectorby fake-news-detector

                                                                        HTML doticon star image 97 doticonVersion:Currentdoticonno licences License: No License

                                                                        🤖 Flag and Detect Fake News with the help of AI
                                                                        Support
                                                                          Quality
                                                                            Security
                                                                              License
                                                                                Reuse
                                                                                  HTML doticonstar image 79 doticonVersion:Currentdoticon
                                                                                  License: Permissive (MIT)

                                                                                  Fake News Detection using Deep Learning models in Tensorflow

                                                                                  Support
                                                                                    Quality
                                                                                      Security
                                                                                        License
                                                                                          Reuse

                                                                                            fake_news_detection_deep_learningby nguyenvo09

                                                                                            HTML doticon star image 79 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                            Fake News Detection using Deep Learning models in Tensorflow
                                                                                            Support
                                                                                              Quality
                                                                                                Security
                                                                                                  License
                                                                                                    Reuse

                                                                                                      FakeBusterby FakeNewsDetection

                                                                                                      Python doticonstar image 60 doticonVersion:Currentdoticon
                                                                                                      no licences License: No License (null)

                                                                                                      Fake News Detection with Machine Learning

                                                                                                      Support
                                                                                                        Quality
                                                                                                          Security
                                                                                                            License
                                                                                                              Reuse

                                                                                                                FakeBusterby FakeNewsDetection

                                                                                                                Python doticon star image 60 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                Fake News Detection with Machine Learning
                                                                                                                Support
                                                                                                                  Quality
                                                                                                                    Security
                                                                                                                      License
                                                                                                                        Reuse

                                                                                                                          is-this-fake-newsby malwaredllc

                                                                                                                          Jupyter Notebook doticonstar image 20 doticonVersion:Currentdoticon
                                                                                                                          no licences License: No License (null)

                                                                                                                          A Flask app which allows users to detect fake news using machine learning and natural language processing techniques.

                                                                                                                          Support
                                                                                                                            Quality
                                                                                                                              Security
                                                                                                                                License
                                                                                                                                  Reuse

                                                                                                                                    is-this-fake-newsby malwaredllc

                                                                                                                                    Jupyter Notebook doticon star image 20 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                    A Flask app which allows users to detect fake news using machine learning and natural language processing techniques.
                                                                                                                                    Support
                                                                                                                                      Quality
                                                                                                                                        Security
                                                                                                                                          License
                                                                                                                                            Reuse
                                                                                                                                              Python doticonstar image 19 doticonVersion:Currentdoticon
                                                                                                                                              no licences License: No License (null)

                                                                                                                                              Fake News Detection by Learning Convolution Filters through Contextualized Attention

                                                                                                                                              Support
                                                                                                                                                Quality
                                                                                                                                                  Security
                                                                                                                                                    License
                                                                                                                                                      Reuse

                                                                                                                                                        fake-news-detection-LIAR-pytorchby ekagra-ranjan

                                                                                                                                                        Python doticon star image 19 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                        Fake News Detection by Learning Convolution Filters through Contextualized Attention
                                                                                                                                                        Support
                                                                                                                                                          Quality
                                                                                                                                                            Security
                                                                                                                                                              License
                                                                                                                                                                Reuse

                                                                                                                                                                  Misinformation_detectionby sfu-discourse-lab

                                                                                                                                                                  Python doticonstar image 17 doticonVersion:Currentdoticon
                                                                                                                                                                  no licences License: No License (null)

                                                                                                                                                                  Project on detecting misinformation and fake news

                                                                                                                                                                  Support
                                                                                                                                                                    Quality
                                                                                                                                                                      Security
                                                                                                                                                                        License
                                                                                                                                                                          Reuse

                                                                                                                                                                            Misinformation_detectionby sfu-discourse-lab

                                                                                                                                                                            Python doticon star image 17 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                            Project on detecting misinformation and fake news
                                                                                                                                                                            Support
                                                                                                                                                                              Quality
                                                                                                                                                                                Security
                                                                                                                                                                                  License
                                                                                                                                                                                    Reuse

                                                                                                                                                                                      See similar Kits and Libraries