In implementations of user interaction determination within a webinar system, a computing device implements a webinar system that exposes interactive elements on user devices during a webinar and monitors device interactions reflecting user interactions with webinar content on the user devices. The webinar system determines amounts of user interaction based on the device interactions, and can output the interactive elements based on the device interactions. The webinar system can receive user responses to the interactive elements, and maintain a pipeline that assigns levels to the users based on the user responses and the interactive elements. Users are determined as sales leads based on the levels for the users in the pipeline.

According to an aspect of the present invention, there is provided a method for controlling a flow of advertising contents on the basis of a video chat, the method including measuring a positive response level of at least one talker among two or more talkers about an advertising content being provided to the two or more talkers on the basis of information on interaction among the two or more talkers participating in a video chat, and dynamically controlling a flow of advertising contents to be provided to the at least one talker on the basis of the positive response level.

A method and article of manufacture are provided for detecting message impressions from a document. The document includes one or more data collection areas adapted to receive input, and one or more message areas. Each message area includes a message. Memory representations of messages are stored in a memory. The document is received at a document processing engine which is adapted to access the memory to obtain the representations of messages. Message impressions are detected from the document by analyzing the document in the document processing engine. Message impressions are detected if it is determined that there is relevant input in the one or more data collection areas, and the document includes a representation of one or more of the messages.

This disclosure provides methods, services, and platforms that automatically prompt mobile phone users to add contact information to their phone book after a triggering event such as calling a phone number. The methods, services, and platforms allow mobile network operators to provide a service that allows businesses to potentially have their numbers added to the phonebook of a mobile phone after a disconnected call.

A system, method and device for automated market research includes a market research automation server, a researcher computing device communicatively connected to the research automation server via a network, the researcher computing device configured to transmit the survey content data to the research automation server, and a survey respondent computing device communicatively connected to the research automation server via the network, the survey respondent computing device configured to receive the survey report from the research automation server and display the survey report. The server includes a processor configured to receive survey content data from a researcher device, generate a survey program from the survey content data, the survey program for provisioning an electronic survey, the survey program including a data collection method, receive survey response data from a respondent device, generate a survey report from the response data, and transmit the survey report to the respondent device.

Methods and apparatus are disclosed to determine informed holdouts for an advertisement campaign. An example apparatus to reduce iterative computation efforts for an advertisement campaign includes a buyer type determiner to determine a first group type and a second group type, the first and second group types associated with user identifiers corresponding to purchase instances, the user identifiers of the first group type indicative of a first threshold of purchase behaviors, and the user identifiers of the second group type indicative of a second threshold of purchase behaviors, and a holdout group identifier to identify (a) a first holdout group of the user identifiers of the first group type and (b) a second holdout group of the user identifiers of the second group type, the first and second holdout groups indicative of candidate user identifiers to be prevented from exposure to the advertisement campaign.

This disclosure provides aspects and embodiments of methods, services, and platforms for prompting users with a zero account balance to send a callback message to a contact informing the contact that the user cannot call them and asking the contact to call the user. This disclosure further provides location determining platforms and rewards platforms for users.

A computer-implemented method, computer program product, and computing system for receiving an inclusion request for including a potential social platform within a social platform pool; vetting the potential social platform to determine whether the potential social platform is eligible for inclusion within the social platform pool; and accepting the potential social platform for inclusion within the social platform pool if it is determined that the potential social platform is eligible for inclusion within the social platform pool.

The invention relates to enabling users to create, view, respond to, query, search and collaborate on questions for the purpose of discovering similarities among themselves and others. More specifically, the inventive methods relate to the methods of synthesizing question responses into a consistent question management architecture that facilitates computation and display of similarity to a specific respondent or all respondents to a question or collection of questions, enabling users to create and share topical collections of questions from all available questions, optimizing searching across a large database of questions and associated media and enabling users to manage and interact with large volumes of questions across a large network of users.

The invention also relates to the methods of providing fidelity of measurement of user similarity based on the complexity of questions within a collection of questions and the user's question response choices. Finally, the invention relates to methods and systems that facilitate the navigation of a large database of questions that have been responded to and interacted with by a large network of users to gain insight who is like them.

The present invention comprises of receiving a text input comprising message content from an electronic computing device associated with a user; parsing the message content comprised in the text input for emotionally-charged language; assigning a sentiment value, based on the emotionally-charged language, from a dynamic sentiment value spectrum to the text input; and, based on the sentiment value, imposing a sentiment vector, corresponding to the assigned sentiment value, to the text input, the imposed sentiment vector rendering a sensory effect on the message content designed to convey a corresponding sentiment.