We are proud to present an AI and machine learning system, that started to work with Steem blockchain. The system would provide a personalized statistics and information to the users calculated with some mathematical methods with AI elements. For example as one of the future tasks for the system we envision the discovery of the regularities in users behaviour and provision of a personified content feed based on user’s personal preferences as well as the preferences of his friends. Aigents technology is being developed by the group of scientists at the Novosibirsk State University lead by Anton Kolonin (Сandidate of Science, expert of the Neuronet division of the National Technical Initiative of Russian Federation, inventor of algorithms and creator of the computing systems for computation of geophysical and financial data, image recognition and data retrieval from text, video and audio data). We already adapted Aigents to work with Steem blockchain and obtained some interesting data, that we would like to share with you in the some beginning posts. In the future, with the feedback we’d like to gather, we’ll launch a friendly web interface, that would allow any user to get some interesting information about themselves, or anyone else. As the first “text subject” we’ve selected @dantheman (Daniel Larimer, Steemit’s architect).
picture by @konti
My interests
Based on the analysis of the post contents and comments to them, as well as upvotes of posts and comments (using the clusterization principle from the AI terminology)
|
Subjects |
Number of publications |
|
based, blockchain, free, individuals, once, under, upon |
30 |
|
network, rate, resources |
23 |
Similar to me
Based on the contents of @dantheman posts and other Steem users.
|
Rank,% |
Friend |
Overlapping |
My approval |
Approval |
Comments |
|
100 |
@lavater |
227 |
2 |
5 |
6 |
|
94 |
@liondani |
226 |
4 |
41 |
21 |
|
92 |
@kyriacos |
372 |
13 |
28 |
11 |
|
91 |
@mrosenquist |
330 |
4 |
13 |
14 |
|
91 |
@lukestokes |
346 |
8 |
15 |
11 |
|
90 |
@anotherjoe |
262 |
3 |
31 |
9 |
|
88 |
@son-of-satire |
313 |
3 |
3 |
4 |
|
88 |
@fyrstikken |
405 |
8 |
39 |
11 |
|
88 |
@dragosroua |
390 |
4 |
30 |
12 |
|
88 |
@ats-david |
364 |
3 |
19 |
15 |
|
87 |
@tibonova |
176 |
2 |
19 |
10 |
|
85 |
@knozaki2015 |
199 |
1 |
5 |
5 |
|
84 |
@donkeypong |
146 |
2 |
10 |
5 |
Best friends
Based on the social interaction (upvotes and comments)
|
Rank,% |
Friend |
My approval |
Approval |
Comments |
|
100 |
@krnel |
82 |
42 |
28 |
|
50 |
@dwinblood |
31 |
69 |
24 |
|
13 |
@kevinwong |
19 |
34 |
5 |
|
12 |
@timcliff |
11 |
47 |
17 |
|
10 |
@stellabelle |
10 |
29 |
28 |
|
10 |
@klye |
9 |
43 |
21 |
|
9 |
@kyriacos |
13 |
28 |
11 |
|
8 |
@thecryptofiend |
10 |
25 |
21 |
|
7 |
@beanz |
7 |
43 |
17 |
|
7 |
@fyrstikken |
8 |
39 |
11 |
|
5 |
@the-alien |
7 |
36 |
5 |
Followers
Users that upvote user’s content most frequently (a bit incorrect because of the bot activity, which we are not yet detecting and accounting for, but will start filtering in the future).
|
Rank,% |
Friend |
My approval |
Approval |
Comments |
|
100 |
@johnathanhenry |
0 |
180 |
0 |
|
57 |
@jasen.g1311 |
0 |
102 |
0 |
|
50 |
@reported |
0 |
90 |
0 |
|
46 |
@jaredandanissa |
0 |
82 |
0 |
|
43 |
@cnmtz |
0 |
78 |
0 |
|
41 |
@southbaybits |
0 |
74 |
0 |
|
41 |
@steemleak |
0 |
73 |
0 |
|
38 |
@christoph3 |
0 |
69 |
0 |
|
36 |
@cmtzco |
0 |
64 |
0 |
|
34 |
@krystle |
0 |
62 |
0 |
|
27 |
@bitcoinparadise |
0 |
39 |
9 |
|
23 |
@guest123 |
0 |
41 |
0 |
|
23 |
@debmund |
0 |
42 |
0 |
Figures of authority
Authors that produce content that is most interesting to the user (they upvote and comment it), but that is not reciprocal.
|
Rank,% |
Friend |
My approval |
Approval |
Comments |
|
100 |
@steemitblog |
14 |
0 |
0 |
|
69 |
@dollarvigilante |
29 |
2 |
0 |
|
50 |
@conspi-theorist |
7 |
0 |
0 |
|
50 |
@lukewearechange |
7 |
0 |
0 |
|
43 |
@churdtzu |
6 |
0 |
0 |
|
39 |
@larkenrose |
11 |
0 |
1 |
|
38 |
@ozchartart |
37 |
5 |
1 |
|
36 |
@jimlimberdavis |
5 |
0 |
0 |
|
29 |
@lifeisawesome |
4 |
0 |
0 |
|
29 |
@jaredhowe |
8 |
0 |
1 |
|
21 |
@timthevagabond |
3 |
0 |
0 |
|
21 |
@busy.org |
3 |
0 |
0 |
|
21 |
@danilo-cuellar |
3 |
0 |
0 |
|
21 |
@throw-away911 |
3 |
0 |
0 |
Users favorite words
Based on analysis of all actions by @dantheman - posts, upvotes, and comments.
|
Rank,% |
Friend |
My approval |
Approval |
Comments |
Posts |
Mentions |
|
100 |
consensus |
11 |
6414 |
352 |
11 |
204 |
|
96 |
people |
25 |
14012 |
792 |
25 |
205 |
|
76 |
steem |
18 |
10489 |
590 |
18 |
160 |
|
59 |
everyone |
20 |
11205 |
660 |
20 |
125 |
|
54 |
means |
24 |
13278 |
707 |
24 |
115 |
|
52 |
reputation |
8 |
4599 |
313 |
8 |
102 |
|
50 |
blockchain |
14 |
7934 |
437 |
14 |
104 |
|
46 |
value |
20 |
11338 |
665 |
20 |
98 |
|
45 |
transactions |
9 |
5169 |
219 |
9 |
90 |
|
44 |
property |
12 |
6388 |
314 |
12 |
91 |
|
43 |
money |
21 |
11600 |
651 |
21 |
91 |
|
42 |
income |
11 |
5820 |
292 |
11 |
86 |
|
42 |
market |
19 |
10411 |
558 |
19 |
#aigents #statistics #analysis #analytics
Payout: 0.000 HBD
Votes: 245
More interactions (upvote, reblog, reply) coming soon.
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