Embodiments herein provide data clustering and user modeling for next-best-action decisions. Specifically, a modeling tool is configured to: receive indicators within unstructured social data from a plurality of users; analyze the unstructured social data of each of the plurality of users to assign a set of feature vectors to each of the plurality of users, each feature vector corresponding to one or more personality characteristics of each of the plurality of users; and analyze the feature vectors to identify two or more users from the plurality of users sharing a set of similar feature vectors. The modeling tool is further configured to: group the two or more users from the plurality of users sharing the set of similar feature vectors to form a cluster; identify attributes of the cluster; and input the attributes of the cluster into a predictive model to determine an offer corresponding to the cluster.
Data Clustering And User Modeling For Next-Best-Action Decisions
Embodiments herein provide data clustering and user modeling for next-best-action decisions. Specifically, a modeling tool is configured to: receive indicators within unstructured social data from a plurality of users; analyze the unstructured social data of each of the plurality of users to assign a set of feature vectors to each of the plurality of users, each feature vector corresponding to one or more personality characteristics of each of the plurality of users; and analyze the feature vectors to identify two or more users from the plurality of users sharing a set of similar feature vectors. The modeling tool is further configured to: group the two or more users from the plurality of users sharing the set of similar feature vectors to form a cluster; identify attributes of the cluster; and input the attributes of the cluster into a predictive model to determine an offer corresponding to the cluster.
Generating Written Content From Knowledge Management Systems
- Armonk NY, US Norbert Herman - Denver CO, US Daniel T. Lambert - New York NY, US
Assignee:
International Business Machines Corporation - Armonk NY
International Classification:
G06N 5/02 G06F 17/30 G06F 3/0484
Abstract:
The disclosure is directed to written content generation. A method for generating written content in an application in accordance with an embodiment includes: receiving a query from a user; importing data from at least one data source in response to the query; ranking the imported data based on a plurality of ranking factors to determine a relevance of the imported data; automatically generating written content using at least a portion of the imported data based on the determined relevance of the imported data; and automatically customizing the written content based on a file format of the application.
- Armonk NY, US Norbert Herman - Denver CO, US Daniel T. Lambert - Manhattan NY, US Philip A. Westcott - London, GB
Assignee:
International Business Machines Corporation - Armonk NY
International Classification:
G08G 1/07 G01S 19/13 G08G 1/01
Abstract:
Various embodiments include a system having: at least one computing device configured to monitor a motor vehicle traffic pattern by performing actions including: obtaining telecommunications data from a plurality of mobile devices within a hyper-local area over a hyper-local period; identifying a set of mobile devices within the plurality of mobile devices travelling by motor vehicle from the telecommunications data; determining the motor vehicle traffic pattern based upon the telecommunications data from the set of mobile devices traveling by motor vehicle; comparing the determined motor vehicle traffic pattern with a threshold motor vehicle traffic pattern; and providing instructions for modifying at least one traffic signal device in response to the determined motor vehicle traffic pattern deviating from the threshold motor vehicle traffic pattern.
Human Resource Analytics Engine With Multiple Data Sources
- Armonk NY, US Norbert Herman - Denver CO, US Daniel T. Lambert - New York NY, US
Assignee:
International Business Machines Corporation - Armonk NY
International Classification:
G06Q 10/10
Abstract:
The disclosure is directed to a human resource (HR) analytics engine. A method in accordance with an embodiment includes: filtering data related to a job candidate from a plurality of internal and external data sources using a plurality of ingestion engines; generating a composite profile for the job candidate using the filtered data output from each of the plurality of ingestion engines; and mapping the composite profile for each job candidate against a personnel matrix to determine if the job candidate is a potential match for a job.
- Armonk NY, US Norbert Herman - Denver CO, US Daniel Lambert - New York NY, US
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION - Armonk NY
International Classification:
G06Q 30/00
US Classification:
705 732
Abstract:
A method and system for analyzing customer feedback is provided. The method includes accessing a keyword and word mapping database and receiving consumer feedback data associated with a product or service. The consumer feedback data includes feedback data groups. Each group is divided into segments based on word analysis. Each segment is analyzed with respect to the keyword and thesaurus database. A score is generated for each segment and a composite score is generated for each feedback data group. Each composite score is stored.
- Armonk NY, US Norbert Herman - Denver CO, US Daniel T. Lambert - New York NY, US
International Classification:
G06Q 10/06
US Classification:
705 723
Abstract:
A computer system identifies an individual physically present at a location. With the individual's identity, the computer system retrieves information corresponding to the individual from one or more online sources. Based, at least in part, on the retrieved information, the computer system determines a sales approach specific to the individual. The computer system communicates the sales approach to a computing device capable of displaying the sales approach to a user.
- Armonk NY, US Norbert Herman - Denver CO, US Daniel T. Lambert - New York NY, US
International Classification:
G06Q 30/02
US Classification:
705 1458
Abstract:
Embodiments herein provide geospatial-temporal next-best-action decisions. Specifically, a predictive modeling tool is configured to receive, from a user, a first instance of unstructured data, the unstructured data containing an indicator of a transacting opportunity, and generate a profile for the user by combining the unstructured data with structured data, the profile including personality characteristics and identifying information of the user. The profile is used to identify the user as a producer of a second instance of unstructured data by comparing the personality characteristics and identifying information of the user to the second instance of unstructured data. A commercial offer is then generated based on information from the profile of the user and at least one of the first instance of unstructured data or the second instance of unstructured data, and the offer is communicated to the user when the user is located within a predetermined proximity to a retailer.
Name / Title
Company / Classification
Phones & Addresses
Mr. Daniel Lambert President
Prestige Dental Studio K&D Dental Laboratory Dental Laboratories
HANCOCK NATURAL RESOURCE GROUP, INC Investment And Property Management Services · Business Services · Ins Agnts and Brkrs · Lumber & Wood Merchant Whols
99 High St, Boston, MA 2711 Centerville Rd, Wilmington, DE 19808 99 High St 26, Boston, MA 02110 300 Spg BUILDING , STE 900 300 S SPRING ST, Little Rock, AR 72201 6177471600, 6177471599, 6177471617
Daniel O. Lambert
APPALACHIAN CENTER FOR COLLABORATION AND ENGAGED LEARNING
Point of Sale Software PHP Business Intelligence Strategy Consulting SQL Server SPSS ColdFusion Technology Transfer Arduino Network Security Business Analysis Management Consulting POS Software Development Product Management
Columbus, OHDocumentation Specialist II at Menya Communication... Past: Senior Technical Writer / Analyst (Consultant) at Nationwide Insurance, Information... I am a senior-level technical writer / information specialist, with a keen interest in Internet and infrastructure security, including adware and spyware. My... I am a senior-level technical writer / information specialist, with a keen interest in Internet and infrastructure security, including adware and spyware. My technical knowledge ranges from the bit level of operating systems and development-related software, to telecommunications and end-user...
Brighton, MA Rising Sun, MD Stone Mountain, GA Indianapolis, IN Doylestown, PA
Work:
Extras for Creative Learning - Acquisitions Manager (2010) MassArt - Media Assistant (2011-2012) Purple Cactus - Prep Cook (2008-2011) Old Colony Stationary - Warehouse Assistant / Delivery Driver (2005-2008)
Education:
Massachusetts College of Art - Art Education, Sculpture
About:
Www.dblambert.comwww.asushisto...
Daniel Lambert
Work:
Garr Academy of Mathematics and Entrepreneurial Studies - Director (2010) California Federation of Teachers - Committee Member (2010) Colorado Technical University - Educator (2010) East Los Angeles College - Educator (2000) Santa Monica College - Educator (2010-2012) Pasadena City College - Educator (2011-2012)
Education:
Loyola Marymount University - English, El Camino College - History
About:
I hold a master’s degree in English from Loyola Marymount University. I also hold a bachelor’s degree in History from Loyola Marymount University and an associate degree in History from El Camino Coll...
Tagline:
I am an educator and writer from Southern California.
Bragging Rights:
My writing appears in such publications as Easy Reader, Torrance People, Other Worlds, Wrapped in Plastic, and Games Unplugged. My poetry appears in the anthologies An Island of Egrets, Faces of Love, Tales on the Twisted Side, and Sci Fi Fan II. I am a regular contributor to The Sorcerer's Scrolls (a role-playing gaming magazine) and The Write Stuff! (the newsletter of The Southwest Manuscripters writers’ club). I am the winner of the Shakespeare Award for my poem, “My Ode to Joy.”
Daniel Lambert
Work:
Hilton garden inn - Driver (2008) Bona
Education:
Bishop university - Champlain college lennoxville que
Daniel Lambert
Work:
Gas Elec Safety Systems - Website Developer (2011)
Education:
Brooklands College - ICT
Daniel Lambert
Work:
Pottery Barn - Stock Associate (2009-2011)
Education:
Northern Virginia Community College - General Studies