-
Notifications
You must be signed in to change notification settings - Fork 1
Expand file tree
/
Copy pathindex.html
More file actions
585 lines (486 loc) · 31.7 KB
/
Copy pathindex.html
File metadata and controls
585 lines (486 loc) · 31.7 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
<!DOCTYPE html>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Chemseddine Berbague</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Hey, I'm Chemseddine Berbague">
<meta name="theme-color" content="#FD3519">
<meta name="generator" content="Hugo 0.54.0">
<link rel="stylesheet" href="./fol/style.css" media="screen">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.0.2/dist/css/bootstrap.min.css" rel="stylesheet"
integrity="sha384-EVSTQN3/azprG1Anm3QDgpJLIm9Nao0Yz1ztcQTwFspd3yD65VohhpuuCOmLASjC" crossorigin="anonymous">
<script src="https://cdn.jsdelivr.net/npm/popper.js@1.16.0/dist/umd/popper.min.js"
integrity="sha384-Q6E9RHvbIyZFJoft+2mJbHaEWldlvI9IOYy5n3zV9zzTtmI3UksdQRVvoxMfooAo" crossorigin="anonymous">
</script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/5.0.0-alpha1/js/bootstrap.min.js"
integrity="sha384-oesi62hOLfzrys4LxRF63OJCXdXDipiYWBnvTl9Y9/TRlw5xlKIEHpNyvvDShgf/" crossorigin="anonymous">
</script>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<meta property="og:title" content="Biography">
<meta property="og:description" content="Hey, I'm Chemseddine Berbague">
<meta property="og:type" content="article">
<meta property="og:url" content="?/Biography/">
<meta property="og:image" content="./fol/annaba.jpg">
<meta itemprop="name" content="Biography">
<meta itemprop="description" content="Hey, I'm Chemseddine Berbague">
<meta itemprop="image" content="./fol/annaba.jpg">
<meta itemprop="keywords" content="data scientist;computer science;">
<link rel="icon" type="image/png" href="./fol/icon.png">
<link rel="apple-touch-icon" type="image/png" href="./fol/icon-192.png">
</head>
<body data-new-gr-c-s-check-loaded="14.1014.0" data-gr-ext-installed="">
<nav class="navbar navbar-collapse navbar-brand navbar-expand-md navbar-dark bg-dark fixed-top">
<div class="container-fluid">
<a class="navbar-brand" href="#">8-CHEMS</a>
<button type="button" class="navbar-toggler" data-toggle="collapse" data-target="#navbarToggler">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarToggler">
<ul class="navbar-nav ms-auto mb-2 mb-lg-0">
<li class="nav-item">
<a class="nav-link active" aria-current="page" href="#biography_section">Biography</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#education_section">Education</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#research_interst_section">Research Interest</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#experiences_section">Experiences</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#research_work_section">Research work</a>
</li>
<li class="nav-item">
<a class="nav-link disabled" href="#research_work_section">Projects</a>
</li>
<li class="nav-item">
<a class="nav-link disabled" href="#contact_section">News</a>
</li>
<li class="nav-item">
<a class="nav-link disabled" href="#contact_section">Tools</a>
</li>
<li class="nav-item">
<a class="nav-link disabled" href="#contact_section">CV</a>
</li>
<li class="nav-item">
<a class="nav-link" href="#contact_section">Contact</a>
</li>
</ul>
</div>
</nav>
<header style="background-image:linear-gradient(
rgba(0,0,0,0.4),rgba(0,0,0,0.4)
),url('./fol/annaba.jpg')">
<div class="intro">
<div class="logo-container">
<a href="www.google.com/">
<img src="./fol/meme.jpeg" alt=" " class="rounded-logo">
</a>
</div>
<h2>Chemseddine Berbague</h2>
<h3>Data Scientist & Developer</h3>
<h3>Annaba, Algeria.</h3>
</div>
<div class="socials">
<a href="https://github.com/8-chems" class="social-link" target="_blank" rel="noopener">
<div class="icon">
<svg width="35px" height="35px" viewBox="0 0 115 115" xmlns="http://www.w3.org/2000/svg"
aria-hidden="true" role="img">
<path
d="M102.679 0H12.32C5.52 0 0 5.519 0 12.321v90.358C0 109.48 5.519 115 12.321 115h90.358c6.802 0 12.321-5.519 12.321-12.321V12.32C115 5.52 109.481 0 102.679 0zM71.182 98.494c-2.156.385-2.952-.95-2.952-2.053 0-1.386.051-8.471.051-14.195 0-4.005-1.335-6.546-2.9-7.881C74.878 73.313 84.89 72.003 84.89 55.6c0-4.671-1.669-7.007-4.39-10.01.436-1.105 1.9-5.648-.436-11.552-3.568-1.104-11.731 4.595-11.731 4.595-3.389-.95-7.06-1.438-10.679-1.438-3.62 0-7.29.488-10.679 1.438 0 0-8.163-5.699-11.73-4.595-2.337 5.878-.899 10.422-.437 11.551-2.72 3.004-4.004 5.34-4.004 10.011 0 16.326 9.574 17.712 19.072 18.765-1.232 1.104-2.336 3.003-2.72 5.724-2.44 1.104-8.677 3.004-12.4-3.568-2.335-4.056-6.545-4.39-6.545-4.39-4.159-.05-.282 2.619-.282 2.619 2.772 1.283 4.723 6.212 4.723 6.212 2.49 7.624 14.4 5.057 14.4 5.057 0 3.568.052 9.37.052 10.422 0 1.104-.77 2.438-2.952 2.053C27.21 92.821 15.35 76.701 15.35 57.86c0-23.564 18.02-41.456 41.585-41.456s42.663 17.892 42.663 41.456c.026 18.842-11.474 34.988-28.416 40.635zM46 82.81c-.488.103-.95-.102-1.001-.436-.051-.385.282-.719.77-.822.488-.05.95.154 1.001.488.077.334-.257.668-.77.77zm-2.439-.23c0 .333-.385.615-.898.615-.565.052-.95-.23-.95-.616 0-.333.385-.616.899-.616.487-.051.95.231.95.616zm-3.516-.283c-.103.334-.616.488-1.053.334-.488-.103-.821-.488-.719-.822.103-.334.617-.488 1.053-.385.513.154.847.54.719.873zm-3.158-1.386c-.23.282-.718.23-1.104-.154-.385-.334-.487-.822-.23-1.053.23-.282.718-.23 1.103.154.334.334.462.847.231 1.053zm-2.336-2.336c-.23.154-.667 0-.95-.385-.282-.385-.282-.822 0-1.001.283-.231.72-.052.95.333.283.385.283.847 0 1.053zm-1.668-2.49c-.231.23-.616.103-.899-.154-.282-.334-.333-.719-.102-.899.23-.23.616-.102.898.154.282.334.334.72.103.899zm-1.72-1.9c-.103.231-.436.283-.719.103-.334-.154-.488-.436-.385-.667.103-.154.385-.231.719-.103.334.18.488.462.385.667z">
</path>
</svg>
</div>
</a>
<a href="https://www.linkedin.com/in/chemseddine-berbague/" class="social-link" target="_blank" rel="noopener">
<div class="icon">
<svg width="35px" height="35px" viewBox="0 0 115 115" xmlns="http://www.w3.org/2000/svg"
aria-hidden="true" role="img">
<path
d="M106.786 0H8.189C3.67 0 0 3.722 0 8.291v98.418C0 111.278 3.67 115 8.189 115h98.597c4.518 0 8.214-3.722 8.214-8.291V8.29C115 3.722 111.304 0 106.786 0zm-72.03 98.571H17.713V43.69h17.07V98.57h-.025zm-8.522-62.377c-5.467 0-9.882-4.44-9.882-9.883 0-5.442 4.415-9.882 9.882-9.882 5.442 0 9.883 4.44 9.883 9.882a9.87 9.87 0 0 1-9.883 9.883zm72.414 62.377H81.604V71.875c0-6.366-.129-14.555-8.856-14.555-8.882 0-10.242 6.931-10.242 14.093V98.57H45.46V43.69h16.352v7.495h.23c2.285-4.312 7.855-8.856 16.147-8.856 17.25 0 20.458 11.372 20.458 26.158V98.57z">
</path>
</svg>
</div>
</a>
<a href="https://medium.com/@8.chems" class="social-link" target="_blank" rel="noopener">
<div class="icon">
<svg width="35px" height="35px" viewBox="0 0 115 115" xmlns="http://www.w3.org/2000/svg"
aria-hidden="true" role="img">
<path
d="M0 0v115h115V0H0zm95.542 27.235l-6.16 5.905a1.81 1.81 0 0 0-.693 1.72v43.458c-.103.667.154 1.335.693 1.72l6.032 5.904v1.31h-30.29v-1.259l6.238-6.058c.616-.616.616-.795.616-1.72V43.074L54.625 87.123h-2.336l-20.202-44.05v29.52c-.18 1.233.257 2.49 1.13 3.39l8.111 9.83v1.31H18.277v-1.31l8.111-9.83a3.93 3.93 0 0 0 1.053-3.39v-34.14a2.93 2.93 0 0 0-.976-2.516l-7.213-8.702v-1.309h22.41l17.301 37.991 15.222-37.965h21.357v1.283z">
</path>
</svg>
</div>
</a>
<!-- <a href="https://medium.com/@chems.8" class="social-link" target="_blank" rel="noopener">
<i class="fa fa-researchgate"></i>
</a> -->
<a href="https://twitter.com/8.chems" class="social-link" target="_blank" rel="noopener">
<svg width="35px" height="35px" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" role="img">
<g>
<title>Layer 1</title>
<g stroke="null" id="svg_1">
<path stroke="null" fill="#FF0000"
d="m90.7,6.05473c-57.7,11.04582 -95.9,71.63694 -84.1,133.08599c7.9,41.60948 36.9,74.21072 76.2,86.00722c6.6,1.93034 10.4,2.25206 25.7,2.25206c15.3,0 19.1,-0.32172 25.7,-2.25206c36.5,-10.93857 64.1,-39.78638 74.2,-77.74967c16.2,-60.69837 -16.7,-122.68362 -74.2,-139.41321c-8.6,-2.46654 -34.6,-3.64619 -43.5,-1.93034zm79.3,36.14019c0,0.5362 -1.6,2.25206 -3.5,3.86067c-4,3.43171 -4.5,7.0779 -2.1,14.37028c0.9,2.89551 1.4,9.22272 1.5,18.65992c0,7.93583 0.3,18.44544 0.6,23.48576c0.7,11.04582 -0.4,14.26304 -5.2,14.79925c-2.5,0.32172 -3.5,-0.21448 -4.8,-2.3593c-1.5,-2.3593 -1.6,-5.36205 -1,-26.59575c0.5,-17.69475 1.1,-25.20162 2.3,-28.95505c0.9,-2.78826 1.3,-5.36205 0.9,-5.79101c-0.7,-0.85793 -19.7,14.47753 -20.4,16.40786c-0.3,0.75069 0.2,3.64619 1.1,6.43446c1.8,5.68377 2.1,14.79925 0.6,19.30337c-0.6,1.60861 -4.7,6.64894 -9,11.04582c-7.3,7.39962 -8,8.47203 -8,12.22547c0,4.50412 2.2,7.18514 13,16.08614c7.4,6.11273 11,13.51236 11,22.73508c0,12.33271 -5.3,20.48302 -17.3,26.70299c-13.1,6.86342 -29.5,7.39962 -44.1,1.60861c-16.9,-6.86342 -22.5,-24.02197 -11.9,-36.56916c5.9,-6.97066 15.6,-11.36754 30.8,-13.83408c3.8,-0.64345 7.1,-1.39413 7.3,-1.60861c0.2,-0.21448 -0.3,-1.50137 -1.2,-2.89551c-1.1,-1.60861 -1.6,-4.7186 -1.6,-9.11548l0,-6.75618l-4.3,0c-5.9,0 -13.1,-2.46654 -17.3,-5.89825c-4.5,-3.64619 -9.2,-12.65443 -10,-18.98164l-0.7,-5.04032l-14.3,-0.32172l-14.4,-0.32172l22.8,-21.66267l22.7,-21.66267l38.3,-0.10724c21,0 38.2,0.32172 38.2,0.75069z"
id="svg_2"/>
<path stroke="null" fill="#FF0000"
d="m97.9,63.21415c-12.3,8.79376 -8.2,36.03295 6.9,45.47015c7.9,5.04032 15.2,3.53895 20.6,-4.39688c3.1,-4.39688 3.4,-16.5151 0.7,-24.34369c-5.3,-15.22821 -19,-23.37852 -28.2,-16.72958z"
id="svg_3"/>
<path stroke="null" fill="#FF0000"
d="m98.9,141.07106c-10.9,3.75343 -18.1,13.94132 -16.4,22.94956c2.5,12.33271 16.6,21.12646 31.4,19.62509c25.3,-2.46654 32.1,-28.20436 10.7,-40.00087c-4.2,-2.3593 -6.7,-2.89551 -14.1,-3.21723c-4.9,-0.10724 -10.2,0.10724 -11.6,0.64345z"
id="svg_4"/>
</g>
</g>
</svg>
</a>
</div>
</header>
<div class="content-wrapper" style="margin-top: 50px;">
<div class="breadcrumb">
<span>
<a href="?">HOME </a>
/
</span>
<span class="active">
<a href="#biography_section">Biography</a>
</span>
</div>
<main id="content">
<h1 class="fw-bold" id="biography_section">Biography</h1>
<h5>
<p class="lead">
Hi! I’m Chemseddine Berbague and welcome to my little corner of the internet. I am a developer and a
data scientist. I have got my Ph.D. from the University of Badji Mokhtar-Annaba, Algeria, in 2021. Under
my research, I investigate the development
of new ideas and solutions to improve the performances of recommender systems, which are critical in any
customization system. I am an author of several international conferences and journals, in which I
treated the multi-objective
recommendation quality problem by developing better collaborative-based filtering techniques. My current
interest is improving the evolutionary algorithms using deep learning and solving more pressing real
recommendation problems such
as the issues related to health, education, and news applications.
</p>
</h5>
<div class="container">
<h2 class="fw-bold" id="education_section">Education</h2>
<div class="description">
<div class="panel-heading">
<ul style="list-style-type:none;">
<div class="col">
<li>
<h4>
<div class="col-sm">
<span class=" bg-light rounded-pill text-dark"><i
class="fa fa-graduation-cap"></i>
<a data-toggle="collapse" href="#phd_thesis" role="button">
PhD in Computer Science, 2021.
</a>
</span>
</div>
</h4>
<div class="collapse col-sm" id="phd_thesis">
<div class="card card-body">
<p class="card-text" style="transform: rotate(0);">
Durnig my doctoral research, we interested by improving the recommendation
quality in e-commerce applications. In effect, we proposed a multi-objective
genetic-based clustering algorthim to balance diversity, novelty, and
relevancy of recommendation,
which are conflicting quality metrics. In more details, we used performant
optmization and data reduction techniques to group together the users into
similar and diverse clusters. Our proposed solutions
have achieved comparative results in comparison to similar appraoches. You
find on
<a target="_blank"
href="https://www.slideshare.net/chemeseddineberbegue/study-of-relevancy-diversity-and-novelty-in-recommender-systems"><b>Slideshare</b></a>
a more detailed presentation of our proposition or
you can contact me to get a copy of my thesis. </p>
</div>
</div>
</li>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<i class="fa fa-university"></i>
<a target="_blank" href="https://www.univ-annaba.dz"
class="text-decoration-none outline-none">
Badji Mokhtar University, Annaba, Algeria
</a></span>
</h4>
</li>
</div>
</ul>
</div>
</div>
<div class="description">
<ul style="list-style-type:none;">
<li>
<h4>
<span class=" bg-light rounded-pill text-dark">
<i class="fa fa-graduation-cap"></i>
<a data-toggle="collapse" class="text-decoration-none outline-none"
href="#master_project" role="button">
MSc in Science and Technologies of Information and Communication, 2015.
</a>
</span>
</h4>
<div class="collapse" id="master_project">
<div class="card card-body">
<p class="card-text" style="transform: rotate(0);">
In my Master's project, we have developed a visual Java application to explore,
query, filter, and explore semantic knowledge from OWL/RDFS ontologies using the
querying language SparQL, and the association rules technique. The results, then,
were validated
and re-inserted to enrich the information system. You find on <a
class="link-primary"
href="https://www.slideshare.net/chemeseddineberbegue/ontologies-mining-using-association-rules"
target="_blank"><b>Slideshare</b></a> a more detailed presentation of our
project. Also, we have shared the code of this project on <a class="link-primary"
href="https://github.com/8-chems/OntologyMiner"
target="_blank">
<b>GitHub</b>.</a>
</p>
</div>
</div>
</li>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<i class="fa fa-university"></i>
<a target="_blank" href="https://www.univ-annaba.dz"
class="text-decoration-none outline-none">
Badji Mokhtar University, Annaba, Algeria
</a></span>
</h4>
</li>
</ul>
</div>
<h2 class="fw-bold" id="research_interst_section">Research Interest</h2>
<div class="description col-sm">
<ul style="list-style-type:none;">
<li>
<h4>
<span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#data_reduction_optimization" role="button">
Data reduction & optimization
</a>
</span>
</h4>
</li>
<div class="collapse" id="data_reduction_optimization">
<div class="card card-body">
evolutionary algorithms; and statistical-based data reduction techniques.
</div>
</div>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#recommender_system" role="button">
Recommendation systems
</a>
</span>
</h4>
<div class="collapse" id="recommender_system">
<div class="card card-body">
recommendation evaluation; rating prediction; recommednation ranking; re-ranking; and
scalability.
</div>
</div>
</li>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#semantic_web_open_linked_data" role="button">
Semantic web & open linked data
</a>
</span>
</h4>
<div class="collapse" id="semantic_web_open_linked_data">
<div class="card card-body">
knowledge representation; vectorization; mining; classification; and exploration.
</div>
</div>
</li>
</ul>
</div>
<h2 class="fw-bold" id="experiences_section">Experiences</h2>
<h4 id="academic_experiences">Academic experiences</h4>
<div class="description">
<ul style="list-style-type:none;">
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#teacher" role="button">
Teacher
</a>
</span></h4>
<div class="collapse" id="teacher">
<div class="card card-body">
During 3 years, I have worked as a part-time teacher and gave Matlab practical
activities, in both science and techniques department (ST), and computer and mathematics
department (MIAS) at the university Badji-Mokhtar, Annaba, Algeria.
</div>
</div>
</li>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#reviewer" role="button">
Reviewer
</a>
</span></h4>
<div class="collapse" id="reviewer">
RecSys 2020,ECAI 2020, TheWebConf 2020, TheWebConf 2019, and ACM UMAP 2019
</div>
</li>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#researcher" role="button">
Researcher
</a>
</span></h4>
<div class="collapse" id="researcher">
<div class="card card-body">
<span>An active researcher within the laboratory <a target="_blank" href="http://labged.univ-annaba.dz"><b>LabGed</b></a>, computer science department, Annaba, Algeria.</span>
</div>
</div>
</li>
</ul>
</div>
<h4 id="professional_expreiences">Professional experiences</h4>
<div class="description">
<ul style="list-style-type:none;">
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#data_management_engineer" role="button">
Data Management Engineer
</a>
</span></h4>
<div class="collapse" id="data_management_engineer">
<div class="card card-body">
<p class="card-text" style="transform: rotate(0);">
As an Odoo developer, and a business analyst, at <a class="stretched-link"
target="_blank"
href="https://web.facebook.com/NechmaGroup/">Nechma
Group Company</a>, I have collaborated within a team
to analyze the needs of the company and proposed adequate solutions for automatizing
the information process. In the projects I worked on, I had a cumulative experience
with Python, XML, business analysis, and team
work.
</p>
</div>
</div>
</li>
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#freelance_web_developer" role="button">
Freelance Web Developer
</a>
</span></h4>
<div class="collapse" id="freelance_web_developer">
<div class="card card-body">
<p class="card-text" style="transform: rotate(0);">
I have worked as an independent web developer on some web applications. In such
projects, I used known web technologies and frameworks such as react, VueJS, and
bootstrap.
<a target="_blank"
href="https://github.com/8-chems?tab=repositories&q=&type=source&language=javascript">
Have a look on some of my open source samples.</a></p>
</div>
</div>
</li>
</ul>
</div>
<h2 class="fw-bold" id="research_work_section">Research work</h2>
<div class="card">
<h5 class="card-header">Selected publication</h5>
<div class="card-body">
<h3 class="card-title">
<a href="https://www.sciencedirect.com/science/article/abs/pii/S0957417421003584">
An Overlapping Clustering Approach for Precision, Diversity and NoveltyAware
Recommendations.
</a>
</h3>
<blockquote class="blockquote">
<p>Chemseddine Berbague, Karabadji Nour El-Islem, Seridi Hassina, Panagiotis Symeionidis, Yannis
Manopolous, Wajdi Dhifli.</p>
</blockquote>
<p class="card-text text-lg-right"></p>
<a href="https://scholar.google.com/citations?user=nQbdgSUAAAAJ" target="_blank"
class="text-lg-right btn col-md-9 col-sm-12 mb-sm-1 border border-dark border-2"
style="background:#d7d8db"><b>Check My Google Scholar</b></a>
<a href="https://doi.org/10.1016/j.eswa.2021.114917"
class="text-lg-right btn col-md-2 col-sm-12 mb-sm-1 border border-dark border-2"
style="background:#d7d8db"><b>DOI</b></a>
</div>
</div>
<h2 class="fw-bold" id="education">Development skills</h2>
</div>
<div class="description">
<ul style="list-style-type:none;">
<li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#programming_languages" role="button">
Programming languages
</a>
</span>
</h4>
<div class="collapse pl-6" id="programming_languages">
<a target="_blank"
href="https://github.com/8-chems?tab=repositories&q=&type=source&language=java"
class="badge rounded-pill bg-dark text-white">Java</a>
<a target="_blank"
href="https://github.com/8-chems?tab=repositories&q=&type=source&language=python"
class="badge rounded-pill bg-dark text-white">Python</a>
<a target="_blank"
href="https://github.com/8-chems?tab=repositories&q=&type=source&language=matlab"
class="badge rounded-pill bg-dark text-white">Matlab</a>
<a target="_blank" href="https://github.com/8-chems?tab=repositories&q=&type=source&language=?"
class="badge rounded-pill bg-dark text-white">C#</a>
</div>
</li>
<h4><span class=" bg-light rounded-pill text-dark">
<a data-toggle="collapse" href="#librariesandtools" role="button">
Libraries & tools
</a>
</span>
</h4>
<div class="collapse pl-6" id="librariesandtools">
<a target="_blank" href="http://surpriselib.com" class="badge rounded-pill bg-dark text-white">Surprise</a>
<a target="_blank" href="https://pandas.pydata.org" class="badge rounded-pill bg-dark text-white">Panda</a>
<a target="_blank" href="https://keras.io" class="badge rounded-pill bg-dark text-white">Keras</a>
<a target="_blank" href="https://mahout.apache.org" class="badge rounded-pill bg-dark text-white">Mahout</a>
<a target="_blank" href="https://www.cs.waikato.ac.nz/ml/weka/"
class="badge rounded-pill bg-dark text-white">Weka</a>
<a target="_blank" href="https://github.com/RankSys/RankSys"
class="badge rounded-pill bg-dark text-white">RankSys</a>
</div>
</li>
</ul>
</div>
</main>
</div>
</div>
<div id="contact_section"></div>
<footer>
<div class="footer-wrapper">
<p><i class="fa fa-user"></i> Chemseddine Berbague</p>
<p><i class="fa fa-phone"></i> +213697082836</p>
<p><i class="fa fa-envelope-square"></i><a href="mailto:berbague@labged.net"> berbague@labged.net</a></p>
<p><i class="fa fa-map-marker"></i> <a target="_blank" href="http://labged.univ-annaba.dz">LabGed,
Department of Computer Science, Annaba,Algeria</a></p>
</div>
</footer>
</body>
</html>
<script>
$(document).ready(function() {
$(".nav-link").click(function(f) {
$(".nav-link").removeClass("active");
$("#navbarToggler").removeClass("show");
$(this).addClass("active");
//console.log($(this))
// alert('hellooo' + $(this).href)
// $('.nav .navbar-nav li a').click(function() {
// $(this).addClass("active");
// });
});
});
</script>