International Business Machines Corporation

Rengia Ramaiyan Vasudevan

Vijay Kumar Ananthapur Bache

Vijay Ekambaram

Gokul B Alex

Padmanabha Venkatagiri Seshadri

Saravanan Sadacharam

Jhilam Bera

Felice Mansi

Nagesh K Mantripragada

Madhusmita P Patil

Joyil Joseph

Arun Nagarajan

A method, system, and computer program product for determining selection parameters for filtering algorithms using environmental data of images. The method may include receiving an image. The method may also include analyzing the image using at least image processing. The method may also include identifying, based on the analyzing, image data and environmental data of the image. The method may also include inputting the image data and the environmental data into a machine learning algorithm, where the machine learning algorithm includes mapped relationships between at least the environmental data and selection parameters. The method may also include predicting, using the machine learning algorithm, optimal selection parameters for the image. The method may also include applying the optimal selection parameters to a filtering algorithm for the image. The system and computer program product may include similar steps.

Finetune image feature extraction using environmental data

A method of dynamically rendering cognitive contacts that includes: identifying transitory contacts of interest to a user of a mobile device in various contexts; identifying various contexts applicable to the user; sorting the transitory contacts of interest into transitory contact types; mapping the various contexts to the transitory contact types into a mapping table; deriving a present context pertaining to a user of the mobile device; querying the mapping table for transitory contact types applicable to the present context; dynamically rendering the applicable transitory contact types to the user in a transitory contacts screen on the mobile device; and responsive to the user selecting one of the applicable transitory contact types, displaying the transitory contacts of interest in the transitory contacts screen on the mobile device corresponding to the transitory contact type.

Mobile device having cognitive contacts

A method, computer program product, and a system where a processor(s), obtains, via a conversational agent executing on a client, a conversation thread and generates topic distributions. The processors(s) identifies topics and pre-fetches web content, based on utilizing the topics as search keywords. The processor(s) parses the pre-fetched web content to identify, in the pre-fetched web content, a first content type and a second content type. The processor(s) filters the parsed pre-fetched web content, to separate the first content type from the second content type and extracts a signature of a REST call associated with the pre-fetched web content from the first type of content and tokenizes the second type of content to supply context for invoking the REST call. The processor(s) generates a package that includes signature and the context and injects the package into the client so it is invocable by the conversational agent, based on the context.

Bot-invocable software development kits to access legacy systems

A system for cross-domain adaptation includes an analysis module, a set configuration module, a set multiplexer, a scalable bloom filter, a mapping module, and an aggregation module. The cross-domain adaptation system may allow for bloom filter adaptation across industries and domains with minimal increases in necessary hardware and consequentially minimal increases in power consumption and cost of area. A method for multi-domain adaptation in datasets includes performing multi-domain semantic analysis on a set of data, providing two complementary domain adaptive sets, processing the complementary domain adaptive sets to provide a multi-fractal representation of the dataset, processing the multi-fractal representation of the dataset with a scalable bloom filter to provide two filtered domain adaptive sets, providing a bijective holomorphic map of the filtered domain adaptive sets, and processing the bijective holomorphic map to provide multi-domain insight aggregator output. A computer program product corresponding to the method is also disclosed.

Cross-domain adaptation using bloom filters

Generating a social business insight is provided. An analysis parameter is selected. The analysis parameter represents a characteristic of a plurality of entities. A first data stream is retrieved. The first data stream is associated with a first entity of the plurality of entities and includes data from at least a CRM platform, a media platform, or a company asset database. A second data stream is retrieved. The second data stream is associated with a second entity of the plurality if entities and includes data from the media platform. A fractal analysis is performed based on the first data stream, the second data stream, and the analysis parameter. A fractal map is generated, where the fractal map depicts a relationship between the first data stream and the second data stream.

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Bengaluru, India

Rengia Ramaiyan Vasudevan