Granted Patent
B2
US 12,718,286 · App. 18/423,098 · Granted Aug 25, 2026
Apparatus, method and article to facilitate matching of clients in a networked environment
View Patent ↗
Loading inventors, assignments & file history…
Continuity (5)
Continuation
15376168
· Dec 12, 2016
Provisional Application
61691082
· Aug 20, 2012
References Cited (327)
US 5583763A
· Atcheson et al.
· 1996
[cited by applicant]
US 5724521A
· Dedrick
· 1998
[cited by applicant]
US 5749091A
· Ishida et al.
· 1998
[cited by applicant]
US 5812992A
· de Vries
· 1998
[cited by applicant]
US 5963951A
· Collins
· 1999
[cited by applicant]
US 6006225A
· Bowman et al.
· 1999
[cited by applicant]
US 6018738A
· Breese et al.
· 2000
[cited by applicant]
US 6029195A
· Herz
· 2000
[cited by applicant]
US 6038295A
· Mattes
· 2000
[cited by applicant]
US 6041311A
· Chislenko et al.
· 2000
[cited by applicant]
US 6049777A
· Sheena et al.
· 2000
[cited by applicant]
US 6058367A
· Sutcliffe et al.
· 2000
[cited by applicant]
US 6061681A
· Collins
· 2000
[cited by applicant]
US 6064980A
· Jacobi et al.
· 2000
[cited by applicant]
US 6134532A
· Lazarus et al.
· 2000
[cited by applicant]
US 6169986B1
· Bowman et al.
· 2001
[cited by applicant]
US 6199067B1
· Geller
· 2001
[cited by applicant]
US 6266649B1
· Linden et al.
· 2001
[cited by applicant]
US 6356879B2
· Aggerwal et al.
· 2002
[cited by applicant]
US 6542749B2
· Tanaka et al.
· 2003
[cited by applicant]
US 6681232B1
· Sistanizadeh et al.
· 2004
[cited by applicant]
US 6735568B1
· Buckwalter et al.
· 2004
[cited by applicant]
US 6772150B1
· Whitman et al.
· 2004
[cited by applicant]
US 6782370B1
· Stack
· 2004
[cited by applicant]
US 6783065B2
· Spitz et al.
· 2004
[cited by applicant]
US 6853982B2
· Smith et al.
· 2005
[cited by applicant]
US 6912505B2
· Linden et al.
· 2005
[cited by applicant]
US 7113917B2
· Jacobi et al.
· 2006
[cited by applicant]
US 7240353B2
· Lau et al.
· 2007
[cited by applicant]
US 7313536B2
· Westphal
· 2007
[cited by applicant]
US 7324998B2
· Beres et al.
· 2008
[cited by applicant]
US 7562814B1
· Shao et al.
· 2009
[cited by applicant]
US 7617164B2
· Burges et al.
· 2009
[cited by applicant]
US 7873695B2
· Clegg et al.
· 2011
[cited by applicant]
US 8122142B1
· Svendsen et al.
· 2012
[cited by applicant]
US 8180765B2
· Nicolov
· 2012
[cited by applicant]
US 8225413B1
· De et al.
· 2012
[cited by applicant]
US 8499247B2
· Niyogi et al.
· 2013
[cited by applicant]
US 8566938B1
· Prakash et al.
· 2013
[cited by applicant]
US 8577874B2
· Svendsen et al.
· 2013
[cited by applicant]
US 8620790B2
· Priebatsch
· 2013
[cited by applicant]
US 8626663B2
· Nightengale et al.
· 2014
[cited by applicant]
US 8712943B1
· Kim
· 2014
[cited by examiner]
US 8745083B1
· Ruiz
· 2014
[cited by applicant]
US 8775284B1
· Crook et al.
· 2014
[cited by applicant]
US 8825759B1
· Jackson
· 2014
[cited by examiner]
US 8825802B2
· Pearce
· 2014
[cited by applicant]
US 8856922B2
· Rubinstein et al.
· 2014
[cited by applicant]
US 8930398B1
· Kishore et al.
· 2015
[cited by applicant]
US 8943047B1
· Carpio et al.
· 2015
[cited by applicant]
US 9047611B2
· Krishnamoorthy et al.
· 2015
[cited by applicant]
US 9069945B2
· Singh
· 2015
[cited by applicant]
US 9076125B2
· Manolescu et al.
· 2015
[cited by applicant]
US 9160742B1
· Ackerman et al.
· 2015
[cited by applicant]
US 9218468B1
· Rappaport
· 2015
[cited by applicant]
US 9219704B2
· Hamlin et al.
· 2015
[cited by applicant]
US 9275420B1
· Fredinburg et al.
· 2016
[cited by applicant]
US 9536221B2
· Frind
· 2017
[cited by applicant]
US 9537706B2
· Frind et al.
· 2017
[cited by applicant]
US 9537814B2
· Rubinstein et al.
· 2017
[cited by applicant]
US 9672289B1
· Frind et al.
· 2017
[cited by applicant]
US 9679259B1
· Frind et al.
· 2017
[cited by applicant]
US 9733811B2
· Rad et al.
· 2017
[cited by applicant]
US 9830669B1
· Frind
· 2017
[cited by applicant]
US 9836533B1
· Levi et al.
· 2017
[cited by applicant]
US 9870465B1
· Levi et al.
· 2018
[cited by applicant]
US 20020091972A1
· Harris et al.
· 2002
[cited by applicant]
US 20020095303A1
· Asayama et al.
· 2002
[cited by applicant]
US 20020103625A1
· Card et al.
· 2002
[cited by applicant]
US 20020156632A1
· Haynes et al.
· 2002
[cited by applicant]
US 20020184080A1
· Murad et al.
· 2002
[cited by applicant]
US 20030014491A1
· Horvitz
· 2003
[cited by examiner]
US 20030065632A1
· Hubey
· 2003
[cited by applicant]
US 20030065635A1
· Sahami et al.
· 2003
[cited by applicant]
US 20030093405A1
· Mayer
· 2003
[cited by applicant]
US 20030176931A1
· Pednault et al.
· 2003
[cited by applicant]
US 20030177110A1
· Okamoto et al.
· 2003
[cited by applicant]
US 20030234519A1
· Farmer
· 2003
[cited by applicant]
US 20040012638A1
· Donnelli et al.
· 2004
[cited by applicant]
US 20040107283A1
· Paddon
· 2004
[cited by applicant]
US 20040210640A1
· Chadwick et al.
· 2004
[cited by applicant]
US 20040230527A1
· Hansen et al.
· 2004
[cited by applicant]
US 20040260781A1
· Shostack et al.
· 2004
[cited by applicant]
US 20050003799A1
· Kang
· 2005
[cited by applicant]
US 20050027707A1
· Syed
· 2005
[cited by applicant]
US 20050080857A1
· Kirsch et al.
· 2005
[cited by applicant]
US 20050108227A1
· Russell-Falla et al.
· 2005
[cited by applicant]
US 20050108344A1
· Tafoya et al.
· 2005
[cited by applicant]
US 20050223020A1
· Cutlip et al.
· 2005
[cited by applicant]
US 20050240608A1
· Jones et al.
· 2005
[cited by applicant]
US 20060018522A1
· Sunzeri et al.
· 2006
[cited by applicant]
US 20060059142A1
· Zvinyatskovsky et al.
· 2006
[cited by applicant]
US 20060059159A1
· Troung et al.
· 2006
[cited by applicant]
US 20060149766A1
· Ghoting et al.
· 2006
[cited by applicant]
US 20060206574A1
· Bellegarda et al.
· 2006
[cited by applicant]
US 20060251339A1
· Gokturk et al.
· 2006
[cited by applicant]
US 20060256959A1
· Hymes
· 2006
[cited by applicant]
US 20070005587A1
· Johnson et al.
· 2007
[cited by applicant]
US 20070061334A1
· Ramer et al.
· 2007
[cited by applicant]
US 20070106659A1
· Lu et al.
· 2007
[cited by applicant]
US 20070112792A1
· Majumder
· 2007
[cited by applicant]
US 20070129999A1
· Zhou et al.
· 2007
[cited by applicant]
US 20070156664A1
· Norton et al.
· 2007
[cited by applicant]
US 20070189272A1
· Hutchinson et al.
· 2007
[cited by applicant]
US 20070206917A1
· Ono et al.
· 2007
[cited by applicant]
US 20070233603A1
· Schmidgall et al.
· 2007
[cited by applicant]
US 20070253031A1
· Fan
· 2007
[cited by applicant]
US 20070282621A1
· Altman et al.
· 2007
[cited by applicant]
US 20080039121A1
· Muller et al.
· 2008
[cited by applicant]
US 20080086534A1
· Bardak et al.
· 2008
[cited by applicant]
US 20080103971A1
· Lukose et al.
· 2008
[cited by applicant]
US 20080140576A1
· Lewis et al.
· 2008
[cited by applicant]
US 20080140681A1
· Ajibade
· 2008
[cited by applicant]
US 20080184129A1
· Cancel et al.
· 2008
[cited by applicant]
US 20080189122A1
· Coletrane et al.
· 2008
[cited by applicant]
US 20090043805A1
· Masonis
· 2009
[cited by applicant]
US 20090049036A1
· Juan
· 2009
[cited by examiner]
US 20090066722A1
· Kriger et al.
· 2009
[cited by applicant]
US 20090094048A1
· Wallace et al.
· 2009
[cited by applicant]
US 20090144329A1
· Marlow
· 2009
[cited by applicant]
US 20090150330A1
· Gobeyn et al.
· 2009
[cited by applicant]
US 20090164464A1
· Carrico et al.
· 2009
[cited by applicant]
US 20090216734A1
· Aghajanyan et al.
· 2009
[cited by applicant]
US 20090228583A1
· Pocklington et al.
· 2009
[cited by applicant]
US 20090248599A1
· Hueter et al.
· 2009
[cited by applicant]
US 20090299645A1
· Colby et al.
· 2009
[cited by applicant]
US 20100002920A1
· Cosatto et al.
· 2010
[cited by applicant]
US 20100042471A1
· Chang
· 2010
[cited by applicant]
US 20100077032A1
· Drennan et al.
· 2010
[cited by applicant]
US 20100114614A1
· Sharpe
· 2010
[cited by applicant]
US 20100145869A1
· Brown
· 2010
[cited by examiner]
US 20100169262A1
· Kenedy et al.
· 2010
[cited by applicant]
US 20100169376A1
· Chu
· 2010
[cited by applicant]
US 20100312713A1
· Keltner
· 2010
[cited by applicant]
US 20100318544A1
· Nicolov
· 2010
[cited by applicant]
US 20110045801A1
· Parker, II
· 2011
[cited by examiner]
US 20110055210A1
· Meredith et al.
· 2011
[cited by applicant]
US 20110082824A1
· Allison et al.
· 2011
[cited by applicant]
US 20110107260A1
· Park et al.
· 2011
[cited by applicant]
US 20110131085A1
· Wey
· 2011
[cited by applicant]
US 20110145238A1
· Stork
· 2011
[cited by applicant]
US 20110178881A1
· Pulletikurty
· 2011
[cited by applicant]
US 20110208737A1
· Shmueli et al.
· 2011
[cited by applicant]
US 20110219310A1
· Robson
· 2011
[cited by applicant]
US 20110231396A1
· Dhara et al.
· 2011
[cited by applicant]
US 20110270813A1
· Cok et al.
· 2011
[cited by applicant]
US 20110306028A1
· Galimore
· 2011
[cited by applicant]
US 20120023567A1
· Hammad
· 2012
[cited by applicant]
US 20120028230A1
· Devereux
· 2012
[cited by applicant]
US 20120059850A1
· Bent et al.
· 2012
[cited by applicant]
US 20120088524A1
· Moldavsky et al.
· 2012
[cited by applicant]
US 20120109959A1
· Benhadda
· 2012
[cited by applicant]
US 20120110085A1
· Malik et al.
· 2012
[cited by applicant]
US 20120151417A1
· Wong et al.
· 2012
[cited by applicant]
US 20120158586A1
· Ganti et al.
· 2012
[cited by applicant]
US 20120166285A1
· Shapiro et al.
· 2012
[cited by applicant]
US 20120197802A1
· Smith et al.
· 2012
[cited by applicant]
US 20120278262A1
· Morgenstern
· 2012
[cited by examiner]
US 20120284212A1
· Lin et al.
· 2012
[cited by applicant]
US 20120284341A1
· Masood et al.
· 2012
[cited by applicant]
US 20120290978A1
· Devecka
· 2012
[cited by applicant]
US 20130013541A1
· Juan
· 2013
[cited by examiner]
US 20130097246A1
· Zifroni et al.
· 2013
[cited by applicant]
US 20130135451A1
· Hou
· 2013
[cited by applicant]
US 20130204710A1
· Boland et al.
· 2013
[cited by applicant]
US 20130212680A1
· Winn et al.
· 2013
[cited by applicant]
US 20130247149A1
· Sanft et al.
· 2013
[cited by applicant]
US 20130262984A1
· Mehr et al.
· 2013
[cited by applicant]
US 20130297590A1
· Zukovsky et al.
· 2013
[cited by applicant]
US 20140025702A1
· Curtiss et al.
· 2014
[cited by applicant]
US 20140058763A1
· Zizzamia et al.
· 2014
[cited by applicant]
US 20140095603A1
· Bhardwaj et al.
· 2014
[cited by applicant]
US 20140156750A1
· De Cristofaro et al.
· 2014
[cited by applicant]
US 20140207637A1
· Groarke
· 2014
[cited by applicant]
US 20140258366A1
· L'Heureux
· 2014
[cited by examiner]
US 20150120583A1
· Zarrella
· 2015
[cited by applicant]
US 20150161649A1
· Eggleston et al.
· 2015
[cited by applicant]
US 20150348208A1
· Nordyke et al.
· 2015
[cited by applicant]
US 20150379574A1
· Pattan et al.
· 2015
[cited by applicant]
US 20160292688A1
· Barton et al.
· 2016
[cited by applicant]
WO 2006094228A2
· 2006
[cited by applicant]
WO 2008030670A1
· 2008
[cited by applicant]
Alsaleh et al., “Improving Matching Process in Social Network Using Implicit and Explicit User Information,”
[cited by applicant]
Arbelaitz et al., “Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it,”
[cited by applicant]
Artzi et al., “Predicting Responses to Microblog Posts,”
[cited by applicant]
Avrahami et al., “Responsiveness in Instant Messaging: Predictive Models Supporting Inter-Personal Communication,”
[cited by applicant]
“Binary search tree,” Wikipedia, retrieved on Feb. 24, 2015, from http://en.wikipedia.org/wiki/Binary_search_tree, 11 pages.
[cited by applicant]
Caldeira et al., “Fraud Analysis and Prevention in e-Commerce Transactions,” 2014 9
[cited by applicant]
“Chargeback,” Wikipedia, retrieved on Feb. 24, 2015, from http://en.wikipedia.org/wiki/Chargeback, 4 pages.
[cited by applicant]
Brammer, “Who Commits Online Advertising Fraud and How to Stop It,” published online on Sep. 21, 2015, downloaded from http://blog.ezanga.com/blog/who-commits-online-advertising-fraud-and-how-to-stop-it on Jun. 16, 2018…
[cited by applicant]
Dokoohaki et al., “Mining Divergent Opinion Trust Networks through Latent Dirichlet Allocation,”
[cited by applicant]
Eastwood et al., “Risk Profiler in Automated Human Authentication,” 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES), pp. 140-147, 2015.
[cited by applicant]
Fiore et al., “Assessing Attractiveness in Online Dating Profiles,”
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Preliminary Amendment filed May 24, 2011, for U.S. Appl. No. 12/488,512, 22 pages.
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Amendment filed Nov. 16, 2011, for U.S. Appl. No. 12/488,512, 16 pages.
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Preliminary Amendment filed May 24, 2011, for U.S. Appl. No. 12/488,512, 11 pages.
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Amendment filed Aug. 12, 2014, for U.S. Appl. No. 12/488,512, 11 pages.
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Response Under 37 CFR 1.116 filed Jan. 6, 2015, for U.S. Appl. No. 12/488,512, 12…
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Amendment filed Feb. 13, 2015, for U.S. Appl. No. 12/488,512, 12 pages.
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Amendment filed Sep. 24, 2015, for U.S. Appl. No. 12/488,512, 14 pages.
[cited by applicant]
Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” Amendment filed Mar. 11, 2016, for U.S. Appl. No. 12/488,512, 15 pages.
[cited by applicant]
Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” Amendment filed Dec. 8, 2015, for U.S. Appl. No. 13/971,483, 33 pages.
[cited by applicant]
Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” Response Under 37 CFR 1.116, filed Jul. 21, 2016, for U.S. Appl. No. 13/971,483, 21 pages.
[cited by applicant]
Frind et al., “Systems and Methods for Training and Employing a Machine Learning System in Evaluating Entity Pairs,” U.S. Appl. No. 14/163,849, filed Jan. 24, 2014, 75 pages.
[cited by applicant]
Frind et al., “Systems and Methods for Training and Employing a Machine Learning System in Evaluating Entity Pairs,” Amendment filed May 27, 2016, for U.S. Appl. No. 14/163,849, 23 pages.
[cited by applicant]
Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” U.S. Appl. No. 14/339,328, filed Jul. 23, 2014, 135 pages.
[cited by applicant]
Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” Preliminary Amendment filed Jul. 23, 2014, for U.S. Appl. No. 14/339,328, 11 pages.
[cited by applicant]
Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” U.S. Appl. No. 61/691,082, filed Aug. 20, 2012, 131 pages.
[cited by applicant]
Frind et al., “System and Methods for Training and Employing a Machine Learning System in Evaluating Entity Pairs,” U.S. Appl. No. 61/756,912, filed Jan. 25, 2013, 75 pages.
[cited by applicant]
Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” U.S. Appl. No. 61/857,617, filed Jul. 23, 2013,138 pages.
[cited by applicant]
Gehani et al., “PAST : Probabilistic Authentication of Sensor Timestamps,”
[cited by applicant]
Geroimenko (Ed.) et al.,
[cited by applicant]
Grüner et al., “Using Probabilistic Attribute Aggregation for Increasing Trust in Attribute Assurance,” 2019 IEEE Symposium Series on Computational Intelligence (SSCI), Dec. 6-9, 2019, Xiamen, China, pp. 633-640, 2019.
[cited by applicant]
Kapourniotis et al., “Scam and Fraud Detection in VoIP Networks: Analysis and Countermeasures Using User Profiling,” IEEE, 2011, 5 pages.
[cited by applicant]
Khadangi et al., “Measuring Relationship Strength in Online Social Networks based on users' activities and profile information,”
[cited by applicant]
Kononenko, “Semi-Naïve Bayesian Classifier,”
[cited by applicant]
Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” U.S. Appl. No. 14/204,939, filed Mar. 11, 2014, 92 pages.
[cited by applicant]
Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” Amendment, Filed Aug. 4, 2016, for U.S. Appl. No. 14/204,939, 38 pages.
[cited by applicant]
Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” U.S. Appl. No. 61/780,391, filed Mar. 13, 2013, 92 pages.
[cited by applicant]
Levi et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent User Information in a Network Environment,” U.S. Appl. No. 14/561,004, filed Dec. 4, 2014, 89 pages.
[cited by applicant]
Levi et al., “Apparatus, Method and Article to Effect User Interest-Based Matching in a Network Environment,” U.S. Appl. No. 14/668,808, filed Mar. 25, 2015, 111 pages.
[cited by applicant]
Levi et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent User Information in a Network Environment,” U.S. Appl. No. 61/911,908, filed Dec. 4, 2013, 88 pages.
[cited by applicant]
Levi et al., “Apparatus, Method and Article to Effect User Interest-Based Matching in a Network Environment,” U.S. Appl. No. 61/976,296, filed Apr. 7, 2014, 111 pages.
[cited by applicant]
Mackinnon, “Apparatus, Method and Article to Facilitate Exchange of Messages in a Network Environment,” U.S. Appl. No. 14/575,888, filed Dec. 18, 2014, 83 pages.
[cited by applicant]
Mackinnon, “Apparatus, Method and Article to Facilitate Exchange of Messages in a Network Environment,” U.S. Appl. No. 61/918,466, filed Dec. 19, 2013, 83 pages.
[cited by applicant]
“Merchant account,” Wikipedia, retrieved on Feb. 24, 2015, from http://en.wikipedia.org/wiki/Merchant_account, 10 pages.
[cited by applicant]
Moulin et al., “Support Vector Machines for Transient Stability Analysis of Large-Scale Power Systems,”
[cited by applicant]
Notice of Allowance, mailed Aug. 24, 2016, for U.S. Appl. No. 12/488,512, Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 20 page…
[cited by applicant]
Notice of Allowance, mailed Jun. 20, 2018, for U.S. Appl. No. 14/638,225, Tekle et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent Advertising Accounts in a Network Enviro…
[cited by applicant]
Notice of Allowance, dated Aug. 2, 2017, for U.S. Appl. No. 14/668,808, Levi et al., “Apparatus, Method and Article to Effect User Interest-Based Matching in a Network Environment,” 10 pages.
[cited by applicant]
Notice of Allowance, mailed Aug. 2, 2017, for U.S. Appl. No. 14/668,808, Levi et al., “Apparatus, Method and Article to Effect User Interest-Based Matching in a Network Environment,” 12 pages.
[cited by applicant]
Notice of Allowance, mailed Feb. 10, 2017, for U.S. Appl. No. 14/163,849, Frind et al., “Systems and Methods for Training and Employing a Machine Learning System in Evaluating Entity Pairs,” 5 pages.
[cited by applicant]
Notice of Allowance, mailed Feb. 3, 2017, for U.S. Appl. No. 14/339,328, Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” 14 pages.
[cited by applicant]
Office Action mailed Aug. 16, 2011, for U.S. Appl. No. 12/488,512, Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 14 pages.
[cited by applicant]
Office Action mailed Mar. 5, 2012, for U.S. Appl. No. 12/488,512, Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 19 pages.
[cited by applicant]
Office Action mailed May 19, 2014, for U.S. Appl. No. 12/488,512,Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 20 pages.
[cited by applicant]
Office Action mailed Nov. 18, 2014, for U.S. Appl. No. 12/488,512, Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 17 pages.
[cited by applicant]
Office Action, mailed Jun. 24, 2015, for U.S. Appl. No. 12/488,512, Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 19 pages.
[cited by applicant]
Office Action, mailed Nov. 12, 2015, for U.S. Appl. No. 12/488,512, Frind, “System and Method for Adaptive Matching of User Profiles Based on Viewing and Contact Activity for Social Relationship Services,” 21 pages.
[cited by applicant]
Office Action, mailed Sep. 20, 2016, for U.S. Appl. No. 14/339,328, Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” 30 pages.
[cited by applicant]
Office Action, mailed Sep. 21, 2015, for U.S. Appl. No. 13/971,483, Frind et al. “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” 25 pages.
[cited by applicant]
Office Action, mailed Apr. 6, 2016, for U.S. Appl. No. 13/971,483, Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” 26 pages.
[cited by applicant]
Office Action, mailed Jan. 29, 2016, for U.S. Appl. No. 14/163,849, Frind et al., “Systems and Methods for Training and Employing a Machine Learning System in Evaluating Entity Pairs,” 61 pages.
[cited by applicant]
Office Action, dated Aug. 16, 2016, for U.S. Appl. No. 14/163,849, Frind et al. “Systems and Methods for Training and Employing a Machine Learning System in Evaluating Entity Pairs,” 60 pages.
[cited by applicant]
Office Action, mailed Apr. 4, 2016, for U.S. Appl. No. 14/204,939, Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” 80 p…
[cited by applicant]
Office Action, dated Sep. 8, 2016, for U.S. Appl. No. 14/204,939, Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” 104 p…
[cited by applicant]
Office Action, dated Jul. 26, 2018, for U.S. Appl. No. 14/575,888, Mackinnon, “Apparatus, Method and Article to Facilitate Exchange of Messages in a Network Environment,” 41 pages.
[cited by applicant]
Office Action, dated Oct. 11, 2018, for U.S. Appl. No. 14/204,939, Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” 66 p…
[cited by applicant]
Office Action, dated Aug. 28, 2018, for U.S. Appl. No. 15/782,354, Levi et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent User Information in a Network Environment,” 9 pa…
[cited by applicant]
Office Action, dated Jul. 10, 2018, for U.S. Appl. No. 14/672,749, Oldridge et al., “Systems and Methods for Training and Employing a Machine Learning System in Providing Service Level Upgrade Offers,” 66 Pages.
[cited by applicant]
Office Action, dated Dec. 29, 2017, for U.S. Appl. No. 14/575,888, MacKinnon, “Apparatus, Method and Article to Facilitate Exchange of Messages in a Network Environment,” 31 pages.
[cited by applicant]
Office Action, dated Feb. 1, 2018, for U.S. Appl. No. 14/638,225, Tekle et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent Advertising Accounts in a Network Environment,” …
[cited by applicant]
Office Action, dated Feb. 28, 2018, for U.S. Appl. No. 14/679,792, Oldridge et al., “Apparatus, Method and Article to Predict and Prevent Chargebacks in a Network Environment,” 64 pages.
[cited by applicant]
Office Action, dated Mar. 20, 2018, for U.S. Appl. No. 14/737,121, Oldridge et al., “Apparatus, Method and Article to Facilitate User Behavioral Based Determination of User Values in a Network Environment,” 39 pages.
[cited by applicant]
Office Action, dated Feb. 3, 2017, for U.S. Appl. No. 14/561,004, Levi et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent User Information in a Network Environment,” 23 pa…
[cited by applicant]
Office Action, dated Jul. 13, 2017, for U.S. Appl. No. 14/638,225, Tekle et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent Advertising Accounts in a Network Environment,”…
[cited by applicant]
Office Action, dated Jul. 5, 2017, for U.S. Appl. No. 14/563,504, Oldridge et al., “Apparatus, Method and Article to Effect Electronic Message Reply Rate Matching in a Network Environment,” 20 pages.
[cited by applicant]
Office Action, dated May 17, 2017, for U.S. Appl. No. 14/204,939, Kuchka et al., “Apparatus, Method and Article to Identify Discrepancies Between Clients and in Response Prompt Clients in a Networked Environment,” 82 Pa…
[cited by applicant]
Oldridge et al., “Apparatus, Method and Article to Effect Electronic Message Reply Rate Matching in a Network Environment,” U.S. Appl. No. 14/563,504, filed Dec. 8, 2014, 55 pages.
[cited by applicant]
Oldridge et al., “Systems and Methods for Training and Employing a Machine Learning System in Providing Service Level Upgrade Offers,” U.S. Appl. No. 14/672,749, filed Mar. 30, 2015, 95 pages.
[cited by applicant]
Oldridge et al., “Apparatus, Method and Article to Predict and Prevent Chargebacks in a Network Environment,” U.S. Appl. No. 14/679,792, filed Apr. 6, 2015, 69 pages.
[cited by applicant]
Oldridge et al., “Apparatus, Method and Article to Facilitate User Behavioral Based Determination of User Values in a Network Environment,” U.S. Appl. No. 14/737,121, filed Jun. 11, 2015, 68 pages.
[cited by applicant]
Oldridge et al., “Apparatus, Method and Article to Effect Electronic Message Reply Rate Matching in a Network Environment,” U.S. Appl. No. 61/914,154, filed Dec. 10, 2013, 50 pages.
[cited by applicant]
Oldridge et al. “Systems and Methods for Training and Employing a Machine Learning System in Providing Service Level Upgrade Offers,” U.S. Appl. No. 61/974,129, filed Apr. 2, 2014, 95 pages.
[cited by applicant]
Oldridge et al., “Apparatus, Method and Article to Facilitate User Behavioral Based Dertermination of User Values in a Network Environment,” U.S. Appl. No. 62/013,849, filed Jun. 18, 2014, 68 pages.
[cited by applicant]
Parimi et al., “Predicting Friendship Links in Social Networks Using a Topic Modeling Approach,”
[cited by applicant]
Peled et al., “Entity Matching in Online Social Networks,”
[cited by applicant]
Sharma et al., “A Neural Network based Approach for Predicting Customer Churn in Cellular Network Services,”
[cited by applicant]
Srivastava et al., “Credit Card Fraud Detection Using Hidden Markov Model,”
[cited by applicant]
Supplemental Notice of Allowability, mailed Oct. 28, 2016, for U.S. Appl. No. 13/971,483, Frind et al., “Apparatus, Method and Article to Facilitate Matching of Clients in a Networked Environment,” 9 pages.
[cited by applicant]
Tekle et al., “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent Advertising Accounts in a Network Environment,” U.S. Appl. No. 14/638,225, filed Mar. 4, 2015, 79 pages.
[cited by applicant]
Tekle et al. “Apparatus, Method and Article to Facilitate Automatic Detection and Removal of Fraudulent Advertising Accounts in a Network Environment,” U.S. Appl. No. 61/948,159, filed Mar. 5, 2014, 79 pages.
[cited by applicant]
Therneau et al., “An Introduction to Recursive Partitioning Using the RPART Routines,” Mayo Clinic, Feb. 24, 2015, 62 pages.
[cited by applicant]
“Understanding Chargebacks: A Guide to Chargebacks for Online Merchants,” DalPay, retrieved on Feb. 24, 2015, from https://www.dalpay.com/en/support/chargebacks.html, 6 pages.
[cited by applicant]
Zhao et al., “Relationship strength estimation for online social networks with the study on Facebook,”
[cited by applicant]
Hoffstadt et al., “A Comprehensive Framework for Detecting and Preventing VolP Fraud and Misuse,” IEEE, pp. 807-813, 2014. (7 pages).
[cited by applicant]
Purohit et al., “Cyber Threat Intelligence Sharing for Co-Operative Defense in Multi-Domain Entities,” IEEE Transactions on Dependable and Secure Computing 20(5): 4273-4290, Sep./Oct. 2023.
[cited by applicant]
Tan et al., “Graph Neural Network for Ethereum Fraud Detection,” 2021 IEEE International Conference on Big Knowledge (ICBK), pp. 78-85, 2021. (8 pages).
[cited by applicant]