Anna Litvak-Hinenzon, PhD

Abstract: System and method for determining ESG (environmental, social, governance) perception of an entity, comprises: determining a sample size (unique group) of population demographically representative of a desired survey population, providing a pre-defined percent confidence interval with a predefined level of entity familiarity; determining measure of perception about an entity's stance and/or activities related to environmental impact, social responsibility, and governance standards of… Show more

Abstract: System and method for determining ESG (environmental, social, governance) perception of an entity, comprises: determining a sample size (unique group) of population demographically representative of a desired survey population, providing a pre-defined percent confidence interval with a predefined level of entity familiarity; determining measure of perception about an entity's stance and/or activities related to environmental impact, social responsibility, and governance standards of those within the unique group (ESG perception score). Show less

Abstract: Determining entity reputation from at least one media data source includes using at least one of a text analysis model and a text mining model to determine if a sentiment toward an entity is positive, negative, or neutral by use of at least one media data point in at least one media data source and assigning a sentiment numerical value to the point based on whether the determined sentiment toward the entity is positive, negative, or neutral; determining at least one media reputation… Show more

Abstract: Determining entity reputation from at least one media data source includes using at least one of a text analysis model and a text mining model to determine if a sentiment toward an entity is positive, negative, or neutral by use of at least one media data point in at least one media data source and assigning a sentiment numerical value to the point based on whether the determined sentiment toward the entity is positive, negative, or neutral; determining at least one media reputation score of the entity; training a classification model to associate at least one media data point with at least one media reputation driver; using the model to associate at least one media data point with the driver, or determine the point cannot be associated with drivers; and determining an entity media reputation driver score for each of the drivers based on the media data source. Show less

Abstract: A system and method for determining and managing reputation of an entity or industry includes determining a sample size of the population that provides at least a pre-defined percent confidence interval, and which has the predefined level of familiarity (unique group); determining a measure of likelihood that the targeted population will perform a positive action on behalf of an entity (behavioral connection score), wherein determining the measure of the likelihood that the targeted… Show more

Abstract: A system and method for determining and managing reputation of an entity or industry includes determining a sample size of the population that provides at least a pre-defined percent confidence interval, and which has the predefined level of familiarity (unique group); determining a measure of likelihood that the targeted population will perform a positive action on behalf of an entity (behavioral connection score), wherein determining the measure of the likelihood that the targeted population will perform a positive action on behalf of an entity comprises: receiving survey ratings from behavioral connection survey questions where each survey rating is provided by a party within the unique group; weighting the received survey ratings to accommodate for at least one of the group consisting of cultural bias and missed demographic quotas; and aggregating the ratings within each individual question to provide a single aggregated behavioral connection score for each behavioral connection survey question. Show less

Abstract: A system and method for determining and managing reputation of an entity or industry includes cleaning data to derive a highly reliable, demographically representative sample of a survey population, sized to provide a ninety-five percent or greater confidence interval from individuals familiar with the entity; determining a reputation perception score of the entity; determining reputation factor scores; determining reputation driver scores; and determining a reputation driver weight… Show more

Abstract: A system and method for determining and managing reputation of an entity or industry includes cleaning data to derive a highly reliable, demographically representative sample of a survey population, sized to provide a ninety-five percent or greater confidence interval from individuals familiar with the entity; determining a reputation perception score of the entity; determining reputation factor scores; determining reputation driver scores; and determining a reputation driver weight and reputation driver order of importance to entity reputation. Show less