# US 10,455,051 B2 · Managing interactions in a network communications environment > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,455,051 B2 - Document ID: US10455051B2 - Status: Granted - Kind: B2 - Application number: 15/788,719 - Filed: 2017-10-19 - Published: 2018-02-08 - Granted: 2019-10-22 - Earliest claimed: 2008-12-05 - Assignees: Sococo, Inc. - Applicants: Sococo, Inc. - Inventors: David Van Wie - Web page: https://patentgrep.com/patent/US10455051B2 ## CPC - H04L 67/306: User profiles - G06F 16/9536: Search customisation based on social or collaborative filtering - G06Q 10/10: Office automation; Time management - G06Q 10/40: Business processes related to social networking or social networking services - G06Q 10/42: Determination of affinities or common interests between users - H04L: TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION (arrangements common to telegraphic and telephonic communication H04M) - G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N) - G06Q: INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR ## Abstract A network communications environment has advanced interaction management functionality that enables the opportunities for users to interact with one another to be expanded beyond the opportunities that exist with closed interaction management approaches while still providing reasonable privacy and security protections that are not available with open interaction management approaches. The advanced interaction management functionality also encourages the proliferation of trust-based interactions. ## Claims ### Claim 1 A computer implemented method performed by one or more processors, comprising: inferring one or more relationship attribute values characterizing how a user relates to a particular one of other communicants based on a statistical analysis of records describing interactions of the user and the particular communicant in a network communications environment comprising virtual places that constitute separate and distinct communication contexts that are associated with respective place attribute values and respectively support one or more modes of communication between communicants in the virtual places, wherein inferring the one or more relationship attribute values comprises determining values of one or more interaction parameters characterizing respective aspects of communicant interactions in the virtual places based on the respective place attribute values, computing one or more scores based on one or more of the determined interaction parameter values, and ascertaining the one or more relationship attribute values based on the one or more scores; storing the one or more relationship attribute values in at least one non-transitory computer-readable medium; and managing one or more aspects of the user's interactions relating to the particular communicant in the network communications environment based on the one or more relationship attribute values. ### Claim 2 (depends on 1) The method of claim 1, wherein a relationship type taxonomy comprises a set of relationship type attribute values, and the inferring comprises selecting a respective one of the relationship type attribute values that characterizes a social network tie between the user and the particular communicant based on one or more of the place attribute values respectively associated with one or more of the virtual places in which the user and the particular communicant interact. ### Claim 3 (depends on 2) The method of claim 2, wherein the selecting comprises, for each relationship type attribute value in the taxonomy, calculating a respective score that depends on how consistent the interactions of the user and the particular communicant in the one or more virtual places are with the respective relationship type attribute value. ### Claim 4 (depends on 1) The method of claim 1, wherein the inferring comprises determining one or more relationship level attribute values that respectively characterize a social network tie between the user and the particular communicant based on one or more of the place attribute values respectively associated with one or more of the virtual places in which the user and the particular communicant interact. ### Claim 5 (depends on 4) The method of claim 4, wherein the determining comprises deriving a first relationship level attribute value that indicates how well the user knows the particular communicant and a second relationship level attribute value that indicates how well the particular communicant knows the user. ### Claim 6 (depends on 4) The method of claim 4, wherein the social network tie between the user and the particular communicant is associated with multiple relationship type attribute values, and the determining comprises deriving a separate relationship level for each relationship type attribute value that is associated with the social network tie between the user and the particular communicant. ### Claim 7 (depends on 4) The method of claim 4, wherein the inferring comprises determining a trust level attribute value associated with the user based on a count of backward social network ties connecting other communicants to the user, respective relationship levels associated with the backward social network ties, and respective trust levels associated with the other communicants. ### Claim 8 (depends on 7) The method of claim 7, wherein the inferred trust level increases with the count of the backward ties and decreases with a count of forward ties emanating from the other communicants. ### Claim 9 (depends on 7) The method of claim 7, wherein the inferred trust level is associated with the user as a whole. ### Claim 10 (depends on 7) The method of claim 7, wherein the inferred trust level is associated with a declaration asserted by the user in the network communication environment. ### Claim 11 (depends on 7) The method of claim 7, wherein the inferred trust level depends on how consistent the interactions of the user are with the asserted declaration. ### Claim 12 (depends on 7) The method of claim 7, wherein the user is associated with a social network profile comprising attribute values that are explicitly declared by the user, and further comprising automatically modifying one or more of the explicitly declared attribute values based on the one or more inferred relationship attribute values. ### Claim 13 (depends on 1) The method of claim 1, wherein one or more of the place attribute values comprise a place name attribute value that labels a respective one of the virtual places with a descriptive label, and inferring the one or more relationship attribute values is based on an intended use connoted by the place name attribute value. ### Claim 14 (depends on 1) The method of claim 1, wherein the place attribute values comprise place type class labels in a place type taxonomy. ### Claim 15 (depends on 1) The method of claim 1, wherein one or more of the place attribute values are explicitly declared by the user. ### Claim 16 (depends on 1) The method of claim 1, wherein one or more of the place attribute values are inferred from communicant interactions in the virtual place. ### Claim 17 (depends on 1) The method of claim 1, wherein the user is associated with a separate set of place attribute values for each virtual place in which the user interacts. ### Claim 18 (depends on 1) The method of claim 1, wherein the user is associated with a social network profile comprising relationship attribute values that are explicitly declared by the user, and further comprising automatically modifying one or more of the explicitly declared relationship attribute values based on the one or more inferred relationship attribute values. ### Claim 19 At least one non-transitory computer readable medium comprising computer-readable program code, comprising: program code for inferring one or more relationship attribute values characterizing how a user relates to a particular one of other communicants based on a statistical analysis of records describing interactions of the user and the particular communicant in a network communications environment comprising virtual places that constitute separate and distinct communication contexts that are associated with respective place attribute values and respectively support one or more modes of communication between communicants in the virtual places, wherein inferring the one or more relationship attribute values comprises determining values of one or more interaction parameters characterizing respective aspects of communicant interactions in the virtual places based on the respective place attribute values, computing one or more scores based on one or more of the determined interaction parameter values, and ascertaining the one or more relationship attribute values based on the one or more scores; program code for storing the one or more relationship attribute values in at least one non-transitory computer-readable medium; and program code for managing one or more aspects of the user's interactions relating to the particular communicant in the network communications environment based on the one or more relationship attribute values. ### Claim 20 A computer system, comprising at least one non-transitory memory storing processor-readable instructions, and at least one processor coupled to the at least one non-transitory memory, operable to execute the instructions, and based at least in part on the execution of the instructions operable to perform operations comprising: inferring one or more relationship attribute values characterizing how a user relates to a particular one of other communicants based on a statistical analysis of records describing interactions of the user and the particular communicant in a network communications environment comprising virtual places that constitute separate and distinct communication contexts that are associated with respective place attribute values and respectively support one or more modes of communication between communicants in the virtual places, wherein inferring the one or more relationship attribute values comprises determining values of one or more interaction parameters characterizing respective aspects of communicant interactions in the virtual places based on the respective place attribute values, computing one or more scores based on one or more of the determined interaction parameter values, and ascertaining the one or more relationship attribute values based on the one or more scores; storing the one or more relationship attribute values in at least one non-transitory computer-readable medium; and managing one or more aspects of the user's interactions relating to the particular communicant in the network communications environment based on the one or more relationship attribute values.