Microsoft Technology Licensing, LLC

Keith Robert Kinnan

John R Douceur

Danyel Aharon Fisher

Jonathan Ryan Howell

Jeremy Eric Elson

Saliha Azzam

Chandrasekhar Thota

Jayaram N M Nanduri

Harish Jayanti

Duncan Murray Lawler

Jagannatha Raju Dantuluri

Ling-Ya Huang

Sean Richard Smith

Naganandhini Kohareswaran

Derrick Yeqiang Quan

Moses Yap

Jason Thomas McNamee

Jaya Bhatia

Mher Hakobyan

Einat Hazan

Dereck Quan

Systems and methods provide a customer engagement platform experimentation framework. Experiments are created to determine which variation of a particular promotion (i.e., an experiment) is most effective. Initially, users are split into buckets that define whether a particular user is in a control group or a treatment group for a particular experiment. Users are assigned into buckets differently for unrelated experiments and similarly for related experiments. This ensures the users are in either the control group or the treatment group for all related experiments. Key performance indicators (KPIs) of users that experienced the experiment are compared with KPIs of users that did not experience the experiment. An assessment of the experiment can then be provided based on the compared KPIs.

Customer engagement platform experimentation framework

A method of displaying a network graph with a computing system includes accessing data defining a network and including a plurality of vertices and a plurality of edges. If a number of vertices included in the network graph is below a first threshold, the network graph is locally rendering with a scalable vector graphics rendering engine of the computing system. If a number of vertices included in the network graph is between the first threshold and a second, higher, threshold, the network graph is locally rendered with a raster rendering engine of the computing system. If a number of vertices included in the network graph is above the second threshold, a remotely-rendered network graph rendered by a remote rendering engine is received at the computing system. The method further includes displaying the rendered network graph via a web browser of the computing system.

Network graphing selector

Digital maps can be composed of a series of image tiles that are selected based on the context of the map to be presented. Independently hosted tiles can comprise additional details that can be added to the map. A manifest can be created that describes the layers of map details composed of such independently hosted tiles. Externally referable mechanisms can, based on the manifest and map context, select tiles, from among the independently hosted tiles, that correspond to map tiles being displayed to a user. Subsequently, the mechanisms can instruct a browser, as specified in the manifest, to combine the map tiles and the independently hosted tiles to generate a more detailed map. Alternatively, customized mechanisms can generate map detail tiles in real-time, based on an exported map context. Also, controls instantiated by the browser can render three-dimensional images based on the combined map tiles.

Adding custom content to mapping applications

An extensible map module allows facilitates development of new map styles and presentation elements. Projection and presentation functions are at least partially separated, so that new styles or modes can be developed without impacting existing presentation element features. Similarly, new presentation elements can be developed independently from a particular mode or style implementation.

Extensible map with pluggable modes

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Keith Robert Kinnan