{"id":22887,"date":"2021-03-21T21:52:06","date_gmt":"2021-03-22T01:52:06","guid":{"rendered":"http:\/\/bangla.salearningschool.com\/recent-posts\/?p=22887"},"modified":"2021-03-21T21:52:09","modified_gmt":"2021-03-22T01:52:09","slug":"graph-mining-time-evolving-graphs","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=22887","title":{"rendered":"Graph Mining: Time Evolving Graphs"},"content":{"rendered":"\n

To Learn From: Time Evolving GraphsURL<\/a><\/p>\n\n\n\n

\"Not<\/figure>\n\n\n\n

https:\/\/link.springer.com\/article\/10.1007\/s41019-019-00105-0<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

Learn by finding the answers to the following questions from the given\/external resources?<\/h2>\n\n\n\n

Time Dependent Graphs

What is a time dependent graph?

Can you name a time dependent graph that you interact with everyday? Or that a good number of people interact everday\/very often?

True or False? Time Dependent Graphs change over time?

True or False? Edge weights of Time Dependent Graphs change over time?

Give examples of real-life scenarios that can be modeled very effectively using Time Dependent Graphs?

What is time-dependent relationship?

Give some examples of Allen’s time-dependent relationships in Graphs.

Visualize Allen’s time-dependent relationships in Graphs. i.e. Show in Graphs.

What are the approaches to model the data provided through a time dependent graphs?

Can you give examples on how you might be able to utilize time dependent graphs in your domain?

How do you represnt time dependent graphs in\u00a0Neo4j<\/a>? Show\/visualize an example?

More questions will be added later….

Some Answers:
Give examples of real-life scenarios that can be modeled very effectively using Time Dependent Graphs?

Ans: bioinformatics networks, transportation networks, and social networks<\/p>\n\n\n\n

<\/p>\n\n\n\n

Shop <\/strong><\/em> Online: <\/strong><\/em>https:\/\/www.ShopForSoul.com\/<\/a><\/p>\n\n\n\n

8112223 Canada Inc.\/JustEtc<\/strong>: http:\/\/JustEtc.net<\/a><\/em><\/p>\n\n\n\n

Linkedin<\/strong>: https:\/\/ca.linkedin.com\/in\/sayedjustetc<\/a><\/em><\/p>\n\n\n\n

Courses: <\/strong>http:\/\/Training.SitesTree.com<\/a> (Big Data, Cloud, Security, Machine Learning)<\/em><\/strong><\/em><\/p>\n\n\n\n

Blog<\/strong>: http:\/\/Bangla.SaLearningSchool.com<\/a>, http:\/\/SitesTree.com<\/a><\/em><\/p>\n\n\n\n

Medium<\/strong>: https:\/\/medium.com\/@SayedAhmedCanada<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

To Learn From: Time Evolving GraphsURL https:\/\/link.springer.com\/article\/10.1007\/s41019-019-00105-0 Learn by finding the answers to the following questions from the given\/external resources? Time Dependent Graphs What is a time dependent graph? Can you name a time dependent graph that you interact with everyday? Or that a good number of people interact everday\/very often? True or False? Time … <\/p>\n

Continue reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1905],"tags":[],"class_list":["post-22887","post","type-post","status-publish","format-standard","hentry","category-graph-mining","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":22877,"url":"http:\/\/bangla.sitestree.com\/?p=22877","url_meta":{"origin":22887,"position":0},"title":"Graph Mining: Resources to Learn From","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Resources to Learn From Resources to Learn From Resources:Graph mining - lesson 1: Introduction to graphs and networksNathalie Vialaneixhttp:\/\/www.nathalievialaneix.eu\/teaching\/m2se\/M2SE-network_1.pdfphpFox Features: Start your own Social Networkhttps:\/\/www.phpfox.com\/features\/Bipartite graphhttps:\/\/en.wikipedia.org\/wiki\/Bipartite_graphTree (data structure)https:\/\/en.wikipedia.org\/wiki\/Tree_(data_structure)Tree structurehttps:\/\/en.wikipedia.org\/wiki\/Tree_structureSigned graphhttps:\/\/en.wikipedia.org\/wiki\/Signed_graphGene regulatory networkhttps:\/\/en.wikipedia.org\/wiki\/Gene_regulatory_networkDynamic Influence Analysis in Evolving Networks (VLDB'16)https:\/\/www.slideshare.net\/todo314\/dynamic-influence-analysis-in-evolving-networks-vldb16Introduction to Graph Theoryhttps:\/\/www.csc2.ncsu.edu\/faculty\/nfsamato\/practical-graph-mining-with-R\/slides\/ppt\/Introduction_to_Graph_Theory.pptGraph and its representationshttps:\/\/www.geeksforgeeks.org\/graph-and-its-representations\/Representing graphshttps:\/\/www.khanacademy.org\/computing\/computer-science\/algorithms\/graph-representation\/a\/representing-graphshttps:\/\/www.geeksforgeeks.org\/graph-and-its-representations\/ Shop Online:\u00a0https:\/\/www.ShopForSoul.com\/ 8112223 Canada Inc.\/JustEtc:\u2026","rel":"","context":"In "Graph Mining"","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22871,"url":"http:\/\/bangla.sitestree.com\/?p=22871","url_meta":{"origin":22887,"position":1},"title":"Graph Mining: Possible Course Topics","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Course Topics Graph Theory Introduction,\u00a0Graph Mining Introduction,\u00a0Network Properties, Random Graphs, Small World Graphs,\u00a0Node Importance,\u00a0Node Similarity,\u00a0Clustering & Community Detection,\u00a0Link Prediction,\u00a0Anomaly detection,\u00a0Time Evolving Graphs,\u00a0Influence\/Virus Propagation,\u00a0Graph Mining Use Cases,\u00a0Big Data Graph Databases,\u00a0Big Data Graph ProcessingLast modified: Wednesday, 23 October 2019, 12:44 PM Shop Online:\u00a0https:\/\/www.ShopForSoul.com\/ 8112223 Canada Inc.\/JustEtc: http:\/\/JustEtc.net Linkedin: https:\/\/ca.linkedin.com\/in\/sayedjustetc Courses:\u00a0http:\/\/Training.SitesTree.com\u00a0(Big Data, Cloud,\u2026","rel":"","context":"In "Graph Mining"","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16312,"url":"http:\/\/bangla.sitestree.com\/?p=16312","url_meta":{"origin":22887,"position":2},"title":"Graph Mining: Introducing Graphs: Learn by finding answers to the following questions?","author":"Sayed","date":"October 10, 2019","format":false,"excerpt":"Graph Mining: Introducing Graphs: Learn by finding answers to the following questions? Questions What is a Graph? Give an example of a Graph? What are the different Types of Graphs? i.e. Try to give some examples of different ways how Graphs are classified? What is a directed Graph? What is\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26231,"url":"http:\/\/bangla.sitestree.com\/?p=26231","url_meta":{"origin":22887,"position":3},"title":"Graph Mining: Introducing Graphs: Learn by finding answers to the following questions? #Root","author":"Author-Check- Article-or-Video","date":"April 20, 2021","format":false,"excerpt":"Graph Mining: Introducing Graphs: Learn by finding answers to the following questions? Questions What is a Graph? Give an example of a Graph? What are the different Types of Graphs? i.e. Try to give some examples of different ways how Graphs are classified? What is a directed Graph? What is\u2026","rel":"","context":"In "FromSitesTree.com"","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":22873,"url":"http:\/\/bangla.sitestree.com\/?p=22873","url_meta":{"origin":22887,"position":4},"title":"Graph Mining: Learning Resources","author":"Sayed","date":"March 21, 2021","format":false,"excerpt":"Resources: Public URLs Graph Mining: Introducing Graphs: Learn by finding answers to the following questions?\u00a0http:\/\/bangla.salearningschool.com\/recent-posts\/graph-mining-introducing-graphs-learn-by-finding-answers-to-the-following-questions\/ Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions?\u00a0http:\/\/bangla.salearningschool.com\/recent-posts\/graph-mining-what-is-graph-mining-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions\/ Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection.\u00a0http:\/\/bangla.salearningschool.com\/recent-posts\/graph-mining-shared-nearest-neighbors-clustering-community-detection\/ Graph Mining: Betweenness Based Clustering:\u2026","rel":"","context":"In "Graph Mining"","block_context":{"text":"Graph Mining","link":"http:\/\/bangla.sitestree.com\/?cat=1905"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16311,"url":"http:\/\/bangla.sitestree.com\/?p=16311","url_meta":{"origin":22887,"position":5},"title":"Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions?","author":"Sayed","date":"October 9, 2019","format":false,"excerpt":"Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions? What is Graph Mining? What is a Graph anyway? Is Graph mining just a kind of Machine Learning? i.e. is Machine Learning the only primary component of Graph Mining? Does\u2026","rel":"","context":"In "AI ML DS RL DL NN NLP Data Mining Optimization"","block_context":{"text":"AI ML DS RL DL NN NLP Data Mining Optimization","link":"http:\/\/bangla.sitestree.com\/?cat=1910"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/22887","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22887"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/22887\/revisions"}],"predecessor-version":[{"id":22904,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/22887\/revisions\/22904"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22887"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22887"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22887"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}