Package fasp.datatypes

Examples of fasp.datatypes.GroundPredicate

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
        System.out.println("Main resource = " + ff.getMain());
        String[] resources = ff.getResourceIds().toArray(new String[0]);
        for(int i=0; i<resources.length; i++){
            ArrayList<FaspFuzzyExpression> listii = new ArrayList<FaspFuzzyExpression>();
            listii.add(new LattVal(1.0));
            rules.add(new GroundRegularRule(new GroundLiteral(new GroundPredicate(
                    "SIMR("+resources[i]+","+resources[i]+")"),false, false,null),listii,new ID()));
            for(int j=i+1; j<resources.length; j++){
                //JACCARD RULES
                double sim_tag = ff.getJaccard(resources[i], resources[j], Item.RESOURCE, Item.TAG);
                double sim_user = ff.getJaccard(resources[i], resources[j], Item.RESOURCE, Item.USER);

                ArrayList<FaspFuzzyExpression> list = new ArrayList<FaspFuzzyExpression>(1);
                ArrayList<FaspFuzzyExpression> list_reverse = new ArrayList<FaspFuzzyExpression>(1);
                list.add(new LattVal((((double)1/2)*sim_tag)*(((double)1/2)*sim_user)));

                GroundLiteral SIMR_litt =
                new GroundLiteral(new GroundPredicate("SIMR("+resources[i]+","+resources[j]+")"),false, false,null);

                GroundRegularRule rule = new GroundRegularRule(SIMR_litt, list, new ID());

                list_reverse.add(SIMR_litt);

                GroundRegularRule rule_reverse = new GroundRegularRule(
                        new GroundLiteral(new GroundPredicate("SIMR("+resources[j]+","+resources[i]+")"),
                        false, false,null), list_reverse, new ID());

                rules.add(rule);
                rules.add(rule_reverse);

                //Recursieve regels onderdeel T              
                ArrayList<FaspFuzzyExpression> list_op1_T1 = new ArrayList<FaspFuzzyExpression>();
                ArrayList<FaspFuzzyExpression> list_op1_T2 = new ArrayList<FaspFuzzyExpression>();
                //MAX van T1 met alle tags van T2
                for(String tag_i : ff.getResource(resources[i]).getItemList(Item.TAG)){
                    ArrayList<FaspFuzzyExpression> list_max_T1 = new ArrayList<FaspFuzzyExpression>();
                    for(String tag_j : ff.getResource(resources[j]).getItemList(Item.TAG)){
                        list_max_T1.add(new GroundLiteral(new GroundPredicate("SIMT("+tag_i+","+tag_j+")"),false, false,null));
                    }
                    GroundLiteral litt_max_T1 = new GroundLiteral(new GroundPredicate(
                            "MAXR_"+resources[i]+"_"+resources[j]+"_T1_"+tag_i),false, false,null);
                    GroundRegularRule rule_max_T1 = new GroundRegularRule(litt_max_T1, list_max_T1, new MULTIMAX());
                    rules.add(rule_max_T1);
                    list_op1_T1.add(litt_max_T1);
                }
                //MAX van T2 met alle tags van T1
                for(String tag_j : ff.getResource(resources[j]).getItemList(Item.TAG)){
                    ArrayList<FaspFuzzyExpression> list_max_T2 = new ArrayList<FaspFuzzyExpression>();
                    for(String tag_i : ff.getResource(resources[i]).getItemList(Item.TAG)){
                        list_max_T2.add(new GroundLiteral(new GroundPredicate("SIMT("+tag_j+","+tag_i+")"),false, false,null));
                    }
                    GroundLiteral litt_max_T2 = new GroundLiteral(new GroundPredicate(
                            "MAXR_"+resources[j]+"_"+resources[i]+"_T2_"+tag_j),false, false,null);
                    GroundRegularRule rule_max_T2 = new GroundRegularRule(litt_max_T2, list_max_T2, new MULTIMAX());
                    rules.add(rule_max_T2);
                    list_op1_T2.add(litt_max_T2);
                }
                //op1 van maxT1 en maxT2
                GroundLiteral litt_op1_T1 = new GroundLiteral(new GroundPredicate(
                        "OP1R_"+resources[i]+"_"+resources[j]+"_T1"),false,false,null);
                GroundLiteral litt_op1_T2 = new GroundLiteral(new GroundPredicate(
                        "OP1R_"+resources[i]+"_"+resources[j]+"_T2"),false,false,null);
                rules.add(new GroundRegularRule(litt_op1_T1,list_op1_T1, op1));
                rules.add(new GroundRegularRule(litt_op1_T2,list_op1_T2, op1));
                //op2 van op1T1 en op1T2
                ArrayList<FaspFuzzyExpression> list_op2_T = new ArrayList<FaspFuzzyExpression>();
                list_op2_T.add(litt_op1_T1);
                list_op2_T.add(litt_op1_T2);
                GroundLiteral litt_op2_T = new GroundLiteral(new GroundPredicate(
                        "OP2R_"+resources[i]+"_"+resources[j]+"_T"),false,false,null);
                rules.add(new GroundRegularRule(litt_op2_T, list_op2_T, op2));

                //Recursieve regels onderdeel U
                ArrayList<FaspFuzzyExpression> list_op1_U1 = new ArrayList<FaspFuzzyExpression>();
                ArrayList<FaspFuzzyExpression> list_op1_U2 = new ArrayList<FaspFuzzyExpression>();
                //MAX van U1 met alle tags van U2
                for(String user_i : ff.getResource(resources[i]).getItemList(Item.USER)){
                    ArrayList<FaspFuzzyExpression> list_max_U1 = new ArrayList<FaspFuzzyExpression>();
                    for(String user_j : ff.getResource(resources[j]).getItemList(Item.USER)){
                        list_max_U1.add(new GroundLiteral(new GroundPredicate("SIMU("+user_i+","+user_j+")"),false, false,null));
                    }
                    GroundLiteral litt_max_U1 = new GroundLiteral(new GroundPredicate(
                            "MAXR_"+resources[i]+"_"+resources[j]+"_U1_"+user_i),false, false,null);
                    GroundRegularRule rule_max_U1 = new GroundRegularRule(litt_max_U1, list_max_U1, new MULTIMAX());
                    rules.add(rule_max_U1);
                    list_op1_U1.add(litt_max_U1);
                }
                //MAX van U2 met alle tags van U1
                for(String user_j : ff.getResource(resources[j]).getItemList(Item.USER)){
                    ArrayList<FaspFuzzyExpression> list_max_U2 = new ArrayList<FaspFuzzyExpression>();
                    for(String user_i : ff.getResource(resources[i]).getItemList(Item.USER)){
                        list_max_U2.add(new GroundLiteral(new GroundPredicate("SIMU("+user_j+","+user_i+")"),false, false,null));
                    }
                    GroundLiteral litt_max_U2 = new GroundLiteral(new GroundPredicate(
                            "MAXR_"+resources[j]+"_"+resources[i]+"_U2_"+user_j),false, false,null);
                    GroundRegularRule rule_max_U2 = new GroundRegularRule(litt_max_U2, list_max_U2, new MULTIMAX());
                    rules.add(rule_max_U2);
                    list_op1_U2.add(litt_max_U2);
                }
                //op1 van maxU1 en maxU2
                GroundLiteral litt_op1_U1 = new GroundLiteral(new GroundPredicate(
                        "OP1R_"+resources[i]+"_"+resources[j]+"_U1"),false,false,null);
                GroundLiteral litt_op1_U2 = new GroundLiteral(new GroundPredicate(
                        "OP1R_"+resources[i]+"_"+resources[j]+"_U2"),false,false,null);
                rules.add(new GroundRegularRule(litt_op1_U1, list_op1_U1, op1));
                rules.add(new GroundRegularRule(litt_op1_U2, list_op1_U2, op1));
                //op2 van op1U1 en op1U2
                ArrayList<FaspFuzzyExpression> list_op2_U = new ArrayList<FaspFuzzyExpression>();
                list_op2_U.add(litt_op1_U1);
                list_op2_U.add(litt_op1_U2);
                GroundLiteral litt_op2_U = new GroundLiteral(new GroundPredicate(
                        "OP2R_"+resources[i]+"_"+resources[j]+"_U"),false,false,null);
                rules.add(new GroundRegularRule(litt_op2_U, list_op2_U, op2));

                //op3 van op2T en op2U
                ArrayList<FaspFuzzyExpression> list_op3 = new ArrayList<FaspFuzzyExpression>();
                list_op3.add(litt_op2_U);
                list_op3.add(litt_op2_T);
                rules.add(new GroundRegularRule(SIMR_litt,list_op3, op3));
            }
        }

        //RULES USERS
        String[] users = ff.getUserIds().toArray(new String[0]);
        for(int i=0; i<users.length; i++){
            ArrayList<FaspFuzzyExpression> listii = new ArrayList<FaspFuzzyExpression>();
            listii.add(new LattVal(1.0));
            rules.add(new GroundRegularRule(new GroundLiteral(new GroundPredicate(
                    "SIMU("+users[i]+","+users[i]+")"),false, false,null),listii,new ID()));
            for(int j=i+1; j<users.length; j++){
                //JACCARD RULES
                double sim_tag = ff.getJaccard(users[i], users[j], Item.USER, Item.TAG);
                double sim_res = ff.getJaccard(users[i], users[j], Item.USER, Item.RESOURCE);

                ArrayList<FaspFuzzyExpression> list = new ArrayList<FaspFuzzyExpression>(1);
                ArrayList<FaspFuzzyExpression> list_reverse = new ArrayList<FaspFuzzyExpression>(1);
                list.add(new LattVal((((double)1/2)*sim_tag)*(((double)1/2)*sim_res)));

                GroundLiteral SIMU_litt =
                new GroundLiteral(new GroundPredicate("SIMU("+users[i]+","+users[j]+")"),false, false,null);

                GroundRegularRule rule = new GroundRegularRule(SIMU_litt, list, new ID());

                list_reverse.add(SIMU_litt);

                GroundRegularRule rule_reverse = new GroundRegularRule(
                        new GroundLiteral(new GroundPredicate("SIMU("+users[j]+","+users[i]+")"),
                        false, false,null), list_reverse, new ID());

                rules.add(rule);
                rules.add(rule_reverse);

                //Recursieve regels onderdeel T
                ArrayList<FaspFuzzyExpression> list_op1_T1 = new ArrayList<FaspFuzzyExpression>();
                ArrayList<FaspFuzzyExpression> list_op1_T2 = new ArrayList<FaspFuzzyExpression>();
                //MAX van T1 met alle tags van T2
                for(String tag_i : ff.getUser(users[i]).getItemList(Item.TAG)){
                    ArrayList<FaspFuzzyExpression> list_max_T1 = new ArrayList<FaspFuzzyExpression>();
                    for(String tag_j : ff.getUser(users[j]).getItemList(Item.TAG)){
                        list_max_T1.add(new GroundLiteral(new GroundPredicate("SIMT("+tag_i+","+tag_j+")"),false, false,null));
                    }
                    GroundLiteral litt_max_T1 = new GroundLiteral(new GroundPredicate(
                            "MAXU_"+users[i]+"_"+users[j]+"_T1_"+tag_i),false, false,null);
                    GroundRegularRule rule_max_T1 = new GroundRegularRule(litt_max_T1, list_max_T1, new MULTIMAX());
                    rules.add(rule_max_T1);
                    list_op1_T1.add(litt_max_T1);
                }
                //MAX van T2 met alle tags van T1
                for(String tag_j : ff.getUser(users[j]).getItemList(Item.TAG)){
                    ArrayList<FaspFuzzyExpression> list_max_T2 = new ArrayList<FaspFuzzyExpression>();
                    for(String tag_i : ff.getUser(users[i]).getItemList(Item.TAG)){
                        list_max_T2.add(new GroundLiteral(new GroundPredicate("SIMT("+tag_j+","+tag_i+")"),false, false,null));
                    }
                    GroundLiteral litt_max_T2 = new GroundLiteral(new GroundPredicate(
                            "MAXU_"+users[j]+"_"+users[i]+"_T2_"+tag_j),false, false,null);
                    GroundRegularRule rule_max_T2 = new GroundRegularRule(litt_max_T2, list_max_T2, new MULTIMAX());
                    rules.add(rule_max_T2);
                    list_op1_T2.add(litt_max_T2);
                }
                //op1 van maxT1 en maxT2
                GroundLiteral litt_op1_T1 = new GroundLiteral(new GroundPredicate(
                        "OP1U_"+users[i]+"_"+users[j]+"_T1"),false,false,null);
                GroundLiteral litt_op1_T2 = new GroundLiteral(new GroundPredicate(
                        "OP1U_"+users[i]+"_"+users[j]+"_T2"),false,false,null);
                rules.add(new GroundRegularRule(litt_op1_T1,list_op1_T1, op1));
                rules.add(new GroundRegularRule(litt_op1_T2,list_op1_T2, op1));
                //op2 van op1T1 en op1T2
                ArrayList<FaspFuzzyExpression> list_op2_T = new ArrayList<FaspFuzzyExpression>();
                list_op2_T.add(litt_op1_T1);
                list_op2_T.add(litt_op1_T2);
                GroundLiteral litt_op2_T = new GroundLiteral(new GroundPredicate(
                        "OP2U_"+users[i]+"_"+users[j]+"_T"),false,false,null);
                rules.add(new GroundRegularRule(litt_op2_T, list_op2_T, op2));

                //Recursieve regels onderdeel R
                ArrayList<FaspFuzzyExpression> list_op1_R1 = new ArrayList<FaspFuzzyExpression>();
                ArrayList<FaspFuzzyExpression> list_op1_R2 = new ArrayList<FaspFuzzyExpression>();
                //MAX van R1 met alle tags van R2
                for(String res_i : ff.getUser(users[i]).getItemList(Item.RESOURCE)){
                    ArrayList<FaspFuzzyExpression> list_max_R1 = new ArrayList<FaspFuzzyExpression>();
                    for(String res_j : ff.getUser(users[j]).getItemList(Item.RESOURCE)){
                        list_max_R1.add(new GroundLiteral(new GroundPredicate("SIMR("+res_i+","+res_j+")"),false, false,null));
                    }
                    GroundLiteral litt_max_R1 = new GroundLiteral(new GroundPredicate(
                            "MAXU_"+users[i]+"_"+users[j]+"_R1_"+res_i),false, false,null);
                    GroundRegularRule rule_max_R1 = new GroundRegularRule(litt_max_R1, list_max_R1, new MULTIMAX());
                    rules.add(rule_max_R1);
                    list_op1_R1.add(litt_max_R1);
                }
                //MAX van R2 met alle tags van R1
                for(String res_j : ff.getUser(users[j]).getItemList(Item.RESOURCE)){
                    ArrayList<FaspFuzzyExpression> list_max_R2 = new ArrayList<FaspFuzzyExpression>();
                    for(String res_i : ff.getUser(users[i]).getItemList(Item.RESOURCE)){
                        list_max_R2.add(new GroundLiteral(new GroundPredicate("SIMR("+res_j+","+res_i+")"),false, false,null));
                    }
                    GroundLiteral litt_max_R2 = new GroundLiteral(new GroundPredicate(
                            "MAXU_"+users[j]+"_"+users[i]+"_R2_"+res_j),false, false,null);
                    GroundRegularRule rule_max_R2 = new GroundRegularRule(litt_max_R2, list_max_R2, new MULTIMAX());
                    rules.add(rule_max_R2);
                    list_op1_R2.add(litt_max_R2);
                }
                //op1 van maxR1 en maxR2
                GroundLiteral litt_op1_R1 = new GroundLiteral(new GroundPredicate(
                        "OP1U_"+users[i]+"_"+users[j]+"_R1"),false,false,null);
                GroundLiteral litt_op1_R2 = new GroundLiteral(new GroundPredicate(
                        "OP1U_"+users[i]+"_"+users[j]+"_R2"),false,false,null);
                rules.add(new GroundRegularRule(litt_op1_R1, list_op1_R1, op1));
                rules.add(new GroundRegularRule(litt_op1_R2, list_op1_R2, op1));
                //op2 van op1R1 en op1R2
                ArrayList<FaspFuzzyExpression> list_op2_R = new ArrayList<FaspFuzzyExpression>();
                list_op2_R.add(litt_op1_R1);
                list_op2_R.add(litt_op1_R2);
                GroundLiteral litt_op2_R = new GroundLiteral(new GroundPredicate(
                        "OP2U_"+users[i]+"_"+users[j]+"_R"),false,false,null);
                rules.add(new GroundRegularRule(litt_op2_R, list_op2_R, op2));

                //op3 van op2R en op2R
                ArrayList<FaspFuzzyExpression> list_op3 = new ArrayList<FaspFuzzyExpression>();
                list_op3.add(litt_op2_T);
                list_op3.add(litt_op2_R);
                rules.add(new GroundRegularRule(SIMU_litt,list_op3, op3));
            }
        }

        //RULES TAGS
        String[] tags = ff.getTagIds().toArray(new String[0]);
        for(int i=0; i<tags.length; i++){
            ArrayList<FaspFuzzyExpression> listii = new ArrayList<FaspFuzzyExpression>();
            listii.add(new LattVal(1.0));
            rules.add(new GroundRegularRule(new GroundLiteral(new GroundPredicate(
                    "SIMT("+tags[i]+","+tags[i]+")"),false, false,null),listii,new ID()));
            for(int j=i+1; j<tags.length; j++){
                //JACCARD RULES
                double sim_user = ff.getJaccard(tags[i], tags[j], Item.TAG, Item.USER);
                double sim_res = ff.getJaccard(tags[i], tags[j], Item.TAG, Item.RESOURCE);

                ArrayList<FaspFuzzyExpression> list = new ArrayList<FaspFuzzyExpression>(1);
                ArrayList<FaspFuzzyExpression> list_reverse = new ArrayList<FaspFuzzyExpression>(1);
                list.add(new LattVal((((double)1/2)*sim_user)*(((double)1/2)*sim_res)));

                GroundLiteral SIMT_litt =
                new GroundLiteral(new GroundPredicate("SIMT("+tags[i]+","+tags[j]+")"),false, false,null);

                GroundRegularRule rule = new GroundRegularRule(SIMT_litt, list, new ID());

                list_reverse.add(SIMT_litt);

                GroundRegularRule rule_reverse = new GroundRegularRule(
                        new GroundLiteral(new GroundPredicate("SIMT("+tags[j]+","+tags[i]+")"),
                        false, false,null), list_reverse, new ID());

                rules.add(rule);
                rules.add(rule_reverse);

                //Recursieve regels onderdeel U  
                ArrayList<FaspFuzzyExpression> list_op1_U1 = new ArrayList<FaspFuzzyExpression>();
                ArrayList<FaspFuzzyExpression> list_op1_U2 = new ArrayList<FaspFuzzyExpression>();
                //MAX van U1 met alle tags van U2
                for(String user_i : ff.getTag(tags[i]).getItemList(Item.USER)){
                    ArrayList<FaspFuzzyExpression> list_max_U1 = new ArrayList<FaspFuzzyExpression>();
                    for(String user_j : ff.getTag(tags[j]).getItemList(Item.USER)){
                        list_max_U1.add(new GroundLiteral(new GroundPredicate("SIMU("+user_i+","+user_j+")"),false, false,null));
                    }
                    GroundLiteral litt_max_U1 = new GroundLiteral(new GroundPredicate(
                            "MAXT_"+tags[i]+"_"+tags[j]+"_U1_"+user_i),false, false,null);
                    GroundRegularRule rule_max_U1 = new GroundRegularRule(litt_max_U1, list_max_U1, new MULTIMAX());
                    rules.add(rule_max_U1);
                    list_op1_U1.add(litt_max_U1);
                }
                //MAX van U2 met alle tags van U1
                for(String user_j : ff.getTag(tags[j]).getItemList(Item.USER)){
                    ArrayList<FaspFuzzyExpression> list_max_U2 = new ArrayList<FaspFuzzyExpression>();
                    for(String user_i : ff.getTag(tags[i]).getItemList(Item.USER)){
                        list_max_U2.add(new GroundLiteral(new GroundPredicate("SIMU("+user_j+","+user_i+")"),false, false,null));
                    }
                    GroundLiteral litt_max_U2 = new GroundLiteral(new GroundPredicate(
                            "MAXT_"+tags[j]+"_"+tags[i]+"_U2_"+user_j),false, false,null);
                    GroundRegularRule rule_max_U2 = new GroundRegularRule(litt_max_U2, list_max_U2, new MULTIMAX());
                    rules.add(rule_max_U2);
                    list_op1_U2.add(litt_max_U2);
                }
                //op1 van maxU1 en maxU2
                GroundLiteral litt_op1_U1 = new GroundLiteral(new GroundPredicate(
                        "OP1T_"+tags[i]+"_"+tags[j]+"_U1"),false,false,null);
                GroundLiteral litt_op1_U2 = new GroundLiteral(new GroundPredicate(
                        "OP1T_"+tags[i]+"_"+tags[j]+"_U2"),false,false,null);
                rules.add(new GroundRegularRule(litt_op1_U1,list_op1_U1, op1));
                rules.add(new GroundRegularRule(litt_op1_U2,list_op1_U2, op1));
                //op2 van op1T1 en op1T2
                ArrayList<FaspFuzzyExpression> list_op2_U = new ArrayList<FaspFuzzyExpression>();
                list_op2_U.add(litt_op1_U1);
                list_op2_U.add(litt_op1_U2);
                GroundLiteral litt_op2_U = new GroundLiteral(new GroundPredicate(
                        "OP2T_"+tags[i]+"_"+tags[j]+"_U"),false,false,null);
                rules.add(new GroundRegularRule(litt_op2_U, list_op2_U, op2));

                //Recursieve regels onderdeel R
                ArrayList<FaspFuzzyExpression> list_op1_R1 = new ArrayList<FaspFuzzyExpression>();
                ArrayList<FaspFuzzyExpression> list_op1_R2 = new ArrayList<FaspFuzzyExpression>();
                //MAX van R1 met alle tags van R2
                for(String res_i : ff.getTag(tags[i]).getItemList(Item.RESOURCE)){
                    ArrayList<FaspFuzzyExpression> list_max_R1 = new ArrayList<FaspFuzzyExpression>();
                    for(String res_j : ff.getTag(tags[j]).getItemList(Item.RESOURCE)){
                        list_max_R1.add(new GroundLiteral(new GroundPredicate("SIMR("+res_i+","+res_j+")"),false, false,null));
                    }
                    GroundLiteral litt_max_R1 = new GroundLiteral(new GroundPredicate(
                            "MAXT_"+tags[i]+"_"+tags[j]+"_R1_"+res_i),false, false,null);
                    GroundRegularRule rule_max_R1 = new GroundRegularRule(litt_max_R1, list_max_R1, new MULTIMAX());
                    rules.add(rule_max_R1);
                    list_op1_R1.add(litt_max_R1);
                }
                //MAX van R2 met alle tags van R1
                for(String res_j : ff.getTag(tags[j]).getItemList(Item.RESOURCE)){
                    ArrayList<FaspFuzzyExpression> list_max_R2 = new ArrayList<FaspFuzzyExpression>();
                    for(String res_i : ff.getTag(tags[i]).getItemList(Item.RESOURCE)){
                        list_max_R2.add(new GroundLiteral(new GroundPredicate("SIMR("+res_j+","+res_i+")"),false, false,null));
                    }
                    GroundLiteral litt_max_R2 = new GroundLiteral(new GroundPredicate(
                            "MAXT_"+tags[j]+"_"+tags[i]+"_R2_"+res_j),false, false,null);
                    GroundRegularRule rule_max_R2 = new GroundRegularRule(litt_max_R2, list_max_R2, new MULTIMAX());
                    rules.add(rule_max_R2);
                    list_op1_R2.add(litt_max_R2);
                }
                //op1 van maxR1 en maxR2
                GroundLiteral litt_op1_R1 = new GroundLiteral(new GroundPredicate(
                        "OP1T_"+tags[i]+"_"+tags[j]+"_R1"),false,false,null);
                GroundLiteral litt_op1_R2 = new GroundLiteral(new GroundPredicate(
                        "OP1T_"+tags[i]+"_"+tags[j]+"_R2"),false,false,null);
                rules.add(new GroundRegularRule(litt_op1_R1, list_op1_R1, op1));
                rules.add(new GroundRegularRule(litt_op1_R2, list_op1_R2, op1));
                //op2 van op1R1 en op1R2
                ArrayList<FaspFuzzyExpression> list_op2_R = new ArrayList<FaspFuzzyExpression>();
                list_op2_R.add(litt_op1_R1);
                list_op2_R.add(litt_op1_R2);
                GroundLiteral litt_op2_R = new GroundLiteral(new GroundPredicate(
                        "OP2T_"+tags[i]+"_"+tags[j]+"_R"),false,false,null);
                rules.add(new GroundRegularRule(litt_op2_R, list_op2_R, op2));

                //op3 van op2T en op2U
                ArrayList<FaspFuzzyExpression> list_op3 = new ArrayList<FaspFuzzyExpression>();
View Full Code Here
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
        //All groundLiterals

            /*r*/

        GroundLiteral r1r1 = new GroundLiteral(new GroundPredicate("SIMR("+r1+","+r1+")"),false, false,null);
        GroundLiteral r2r2 = new GroundLiteral(new GroundPredicate("SIMR("+r2+","+r2+")"),false, false,null);
        GroundLiteral r1r2 = new GroundLiteral(new GroundPredicate("SIMR("+r1+","+r2+")"),false, false,null);
        GroundLiteral r2r1 = new GroundLiteral(new GroundPredicate("SIMR("+r2+","+r1+")"),false, false,null);

        GroundLiteral op2_r1r2t = new GroundLiteral(new GroundPredicate("OP2R_tag("+r1+","+r2+")"),false, false,null);
        GroundLiteral op2_r1r2u = new GroundLiteral(new GroundPredicate("OP2R_res("+r1+","+r2+")"),false, false,null);
        GroundLiteral op1_r1r2t1 = new GroundLiteral(new GroundPredicate("OP1R_tag1("+r1+","+r2+")"),false, false,null);
        GroundLiteral op1_r1r2u1 = new GroundLiteral(new GroundPredicate("OP1R_res1("+r1+","+r2+")"),false, false,null);
        GroundLiteral op1_r1r2t2 = new GroundLiteral(new GroundPredicate("OP1R_tag2("+r1+","+r2+")"),false, false,null);
        GroundLiteral op1_r1r2u2 = new GroundLiteral(new GroundPredicate("OP1R_res2("+r1+","+r2+")"),false, false,null);

            /*u*/

        GroundLiteral uIuI = new GroundLiteral(new GroundPredicate("SIMU("+uI+","+uI+")"),false, false,null);
        GroundLiteral uIIuII = new GroundLiteral(new GroundPredicate("SIMU("+uII+","+uII+")"),false, false,null);
        GroundLiteral uIIIuIII = new GroundLiteral(new GroundPredicate("SIMU("+uIII+","+uIII+")"),false, false,null);
        GroundLiteral uIuII = new GroundLiteral(new GroundPredicate("SIMU("+uI+","+uII+")"),false, false,null);
        GroundLiteral uIIuI = new GroundLiteral(new GroundPredicate("SIMU("+uII+","+uI+")"),false, false,null);
        GroundLiteral uIuIII = new GroundLiteral(new GroundPredicate("SIMU("+uI+","+uIII+")"),false, false,null);
        GroundLiteral uIIIuI = new GroundLiteral(new GroundPredicate("SIMU("+uIII+","+uI+")"),false, false,null);
        GroundLiteral uIIuIII = new GroundLiteral(new GroundPredicate("SIMU("+uII+","+uIII+")"),false, false,null);
        GroundLiteral uIIIuII = new GroundLiteral(new GroundPredicate("SIMU("+uIII+","+uII+")"),false, false,null);
       
            /*t*/

        GroundLiteral tAtA = new GroundLiteral(new GroundPredicate("SIMT("+tA+","+tA+")"),false, false,null);
        GroundLiteral tBtB = new GroundLiteral(new GroundPredicate("SIMT("+tB+","+tB+")"),false, false,null);
        GroundLiteral tCtC = new GroundLiteral(new GroundPredicate("SIMT("+tC+","+tC+")"),false, false,null);
        GroundLiteral tDtD = new GroundLiteral(new GroundPredicate("SIMT("+tD+","+tD+")"),false, false,null);
        GroundLiteral tAtB = new GroundLiteral(new GroundPredicate("SIMT("+tA+","+tB+")"),false, false,null);
        GroundLiteral tBtA = new GroundLiteral(new GroundPredicate("SIMT("+tB+","+tA+")"),false, false,null);
        GroundLiteral tAtC = new GroundLiteral(new GroundPredicate("SIMT("+tA+","+tC+")"),false, false,null);
        GroundLiteral tCtA = new GroundLiteral(new GroundPredicate("SIMT("+tC+","+tA+")"),false, false,null);
        GroundLiteral tAtD = new GroundLiteral(new GroundPredicate("SIMT("+tA+","+tD+")"),false, false,null);
        GroundLiteral tDtA = new GroundLiteral(new GroundPredicate("SIMT("+tD+","+tA+")"),false, false,null);
        GroundLiteral tBtC = new GroundLiteral(new GroundPredicate("SIMT("+tB+","+tC+")"),false, false,null);
        GroundLiteral tCtB = new GroundLiteral(new GroundPredicate("SIMT("+tC+","+tB+")"),false, false,null);
        GroundLiteral tBtD = new GroundLiteral(new GroundPredicate("SIMT("+tB+","+tD+")"),false, false,null);
        GroundLiteral tDtB = new GroundLiteral(new GroundPredicate("SIMT("+tD+","+tB+")"),false, false,null);
        GroundLiteral tCtD = new GroundLiteral(new GroundPredicate("SIMT("+tC+","+tD+")"),false, false,null);
        GroundLiteral tDtC = new GroundLiteral(new GroundPredicate("SIMT("+tD+","+tC+")"),false, false,null);


        ArrayList<GroundRule> rules = new ArrayList<GroundRule>();

        //JACCARD GEMIDDELD

        ArrayList<FaspFuzzyExpression> l1 = new ArrayList<FaspFuzzyExpression>(); l1.add(new LattVal(1.0));
        ArrayList<FaspFuzzyExpression> l0 = new ArrayList<FaspFuzzyExpression>(); l0.add(new LattVal(0.0));
        ArrayList<FaspFuzzyExpression> lr1r2 = new ArrayList<FaspFuzzyExpression>(); lr1r2.add(new LattVal(0.41667));
        ArrayList<FaspFuzzyExpression> luIuII = new ArrayList<FaspFuzzyExpression>(); luIuII.add(new LattVal(0.625));
        ArrayList<FaspFuzzyExpression> luIuIII = new ArrayList<FaspFuzzyExpression>(); luIuIII.add(new LattVal(0.66667));
        ArrayList<FaspFuzzyExpression> luIIuIII = new ArrayList<FaspFuzzyExpression>(); luIIuIII.add(new LattVal(0.325));
        ArrayList<FaspFuzzyExpression> ltAtB = new ArrayList<FaspFuzzyExpression>(); ltAtB.add(new LattVal(0.25));
        ArrayList<FaspFuzzyExpression> ltAtC = new ArrayList<FaspFuzzyExpression>(); ltAtC.add(new LattVal(0.41667));
        ArrayList<FaspFuzzyExpression> ltAtD = new ArrayList<FaspFuzzyExpression>(); ltAtD.add(new LattVal(0.5));
        ArrayList<FaspFuzzyExpression> ltBtC = new ArrayList<FaspFuzzyExpression>(); ltBtC.add(new LattVal(0.58333));
        ArrayList<FaspFuzzyExpression> ltBtD = new ArrayList<FaspFuzzyExpression>(); ltBtD.add(new LattVal(0.75));
        ArrayList<FaspFuzzyExpression> ltCtD = new ArrayList<FaspFuzzyExpression>(); ltCtD.add(new LattVal(0.83333));

            /*r*/
        rules.add(new GroundRegularRule(r1r1,l1,new ID()));
        rules.add(new GroundRegularRule(r2r2,l1,new ID()));
        rules.add(new GroundRegularRule(r1r2,lr1r2,new ID()));
        rules.add(new GroundRegularRule(r2r1,lr1r2,new ID()));
            /*u*/
        rules.add(new GroundRegularRule(uIuI,l1,new ID()));
        rules.add(new GroundRegularRule(uIIuII,l1,new ID()));
        rules.add(new GroundRegularRule(uIIIuIII,l1,new ID()));
        rules.add(new GroundRegularRule(uIuII,luIuII,new ID()));
        rules.add(new GroundRegularRule(uIIuI,luIuII,new ID()));
        rules.add(new GroundRegularRule(uIuIII,luIuIII,new ID()));
        rules.add(new GroundRegularRule(uIIIuI,luIuIII,new ID()));
        rules.add(new GroundRegularRule(uIIuIII,luIIuIII,new ID()));
        rules.add(new GroundRegularRule(uIIIuII,luIIuIII,new ID()));
            /*t*/
        rules.add(new GroundRegularRule(tAtA,l1,new ID()));
        rules.add(new GroundRegularRule(tBtB,l1,new ID()));
        rules.add(new GroundRegularRule(tCtC,l1,new ID()));
        rules.add(new GroundRegularRule(tDtD,l1,new ID()));
        rules.add(new GroundRegularRule(tAtB,ltAtB,new ID()));
        rules.add(new GroundRegularRule(tBtA,ltAtB,new ID()));
        rules.add(new GroundRegularRule(tAtC,ltAtC,new ID()));
        rules.add(new GroundRegularRule(tCtA,ltAtC,new ID()));
        rules.add(new GroundRegularRule(tAtD,ltAtD,new ID()));
        rules.add(new GroundRegularRule(tDtA,ltAtD,new ID()));
        rules.add(new GroundRegularRule(tBtC,ltBtC,new ID()));
        rules.add(new GroundRegularRule(tCtB,ltBtC,new ID()));
        rules.add(new GroundRegularRule(tBtD,ltBtD,new ID()));
        rules.add(new GroundRegularRule(tDtB,ltBtD,new ID()));
        rules.add(new GroundRegularRule(tCtD,ltCtD,new ID()));
        rules.add(new GroundRegularRule(tDtC,ltCtD,new ID()));


        //RECURSIEVE REGELS

        /*R*/
        /**RT**/
        ArrayList<FaspFuzzyExpression> op1_r1r2t1_list = new ArrayList<FaspFuzzyExpression>();
        for(String tag1 : map_res_on_tag.get(r1)){
            ArrayList<FaspFuzzyExpression> max_r1r2t1_list = new ArrayList<FaspFuzzyExpression>();
            for(String tag2 : map_res_on_tag.get(r2)){
                max_r1r2t1_list.add(new GroundLiteral(new GroundPredicate("SIMT("+tag1+","+tag2+")"),false, false,null));
            }
            GroundLiteral maxTR = new GroundLiteral(new GroundPredicate("MAXTR(tag2|"+tag1+")"),false, false,null);
            rules.add(new GroundRegularRule(maxTR, max_r1r2t1_list,new MULTIMAX()));
            op1_r1r2t1_list.add(maxTR);
        }
        rules.add(new GroundRegularRule(op1_r1r2t1, op1_r1r2t1_list, op1));
        ArrayList<FaspFuzzyExpression> op1_r1r2t2_list = new ArrayList<FaspFuzzyExpression>();
        for(String tag2 : map_res_on_tag.get(r2)){
            ArrayList<FaspFuzzyExpression> max_r1r2t2_list = new ArrayList<FaspFuzzyExpression>();
            for(String tag1 : map_res_on_tag.get(r1)){
                max_r1r2t2_list.add(new GroundLiteral(new GroundPredicate("SIMT("+tag2+","+tag1+")"),false, false,null));
            }
            GroundLiteral maxTR = new GroundLiteral(new GroundPredicate("MAXTR(tag1|"+tag2+")"),false, false,null);
            rules.add(new GroundRegularRule(maxTR, max_r1r2t2_list, new MULTIMAX()));
            op1_r1r2t2_list.add(maxTR);
        }
        rules.add(new GroundRegularRule(op1_r1r2t2, op1_r1r2t2_list, op1));
        ArrayList<FaspFuzzyExpression> op2_r1r2t_list = new ArrayList<FaspFuzzyExpression>();
        op2_r1r2t_list.add(op1_r1r2t1); op2_r1r2t_list.add(op1_r1r2t2);
        rules.add(new GroundRegularRule(op2_r1r2t, op2_r1r2t_list, op2));
        /**RU**/
        ArrayList<FaspFuzzyExpression> op1_r1r2u1_list = new ArrayList<FaspFuzzyExpression>();
        for(String user1 : map_res_on_user.get(r1)){
            ArrayList<FaspFuzzyExpression> max_r1r2u1_list = new ArrayList<FaspFuzzyExpression>();
            for(String user2 : map_res_on_user.get(r2)){
                max_r1r2u1_list.add(new GroundLiteral(new GroundPredicate("SIMU("+user1+","+user2+")"),false, false,null));
            }
            GroundLiteral maxUR = new GroundLiteral(new GroundPredicate("MAXUR(user2|"+user1+")"),false, false,null);
            rules.add(new GroundRegularRule(maxUR, max_r1r2u1_list,new MULTIMAX()));
            op1_r1r2u1_list.add(maxUR);
        }
        rules.add(new GroundRegularRule(op1_r1r2u1, op1_r1r2u1_list, op1));
        ArrayList<FaspFuzzyExpression> op1_r1r2u2_list = new ArrayList<FaspFuzzyExpression>();
        for(String user2 : map_res_on_user.get(r2)){
            ArrayList<FaspFuzzyExpression> max_r1r2u2_list = new ArrayList<FaspFuzzyExpression>();
            for(String user1 : map_res_on_user.get(r1)){
                max_r1r2u2_list.add(new GroundLiteral(new GroundPredicate("SIMU("+user2+","+user1+")"),false, false,null));
            }
            GroundLiteral maxUR = new GroundLiteral(new GroundPredicate("MAXTR(user1|"+user2+")"),false, false,null);
            rules.add(new GroundRegularRule(maxUR, max_r1r2u2_list, new MULTIMAX()));
            op1_r1r2u2_list.add(maxUR);
        }
        rules.add(new GroundRegularRule(op1_r1r2u2, op1_r1r2u2_list, op1));
        ArrayList<FaspFuzzyExpression> op2_r1r2u_list = new ArrayList<FaspFuzzyExpression>();
        op2_r1r2u_list.add(op1_r1r2u1); op2_r1r2u_list.add(op1_r1r2u2);
        rules.add(new GroundRegularRule(op2_r1r2u, op2_r1r2u_list, op2));
        /**Rop3**/
        ArrayList<FaspFuzzyExpression> op3_r1r2_list = new ArrayList<FaspFuzzyExpression>();
        op3_r1r2_list.add(op2_r1r2u); op3_r1r2_list.add(op2_r1r2u);
        rules.add(new GroundRegularRule(r1r2, op3_r1r2_list, op3));
        rules.add(new GroundRegularRule(r2r1, op3_r1r2_list, op3));

        /*U*/
        String[] users = map_user_on_tag.keySet().toArray(new String[0]);
        for(int i=0; i< users.length; i++){
            for(int j=i+1; j< users.length; j++){
                /**UT**/
                ArrayList<FaspFuzzyExpression> op1_u1u2t1_list = new ArrayList<FaspFuzzyExpression>();
                for(String tag1 : map_user_on_tag.get(users[i])){
                    ArrayList<FaspFuzzyExpression> max_u1u2t1_list = new ArrayList<FaspFuzzyExpression>();
                    for(String tag2 : map_user_on_tag.get(users[j])){
                        max_u1u2t1_list.add(new GroundLiteral(new GroundPredicate("SIMT("+tag1+","+tag2+")"),false, false,null));
                    }
                    GroundLiteral maxTU = new GroundLiteral(new GroundPredicate("MAXTU(tag2|"+tag1+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxTU, max_u1u2t1_list,new MULTIMAX()));
                    op1_u1u2t1_list.add(maxTU);
                }
                GroundLiteral op1_u1u2t1 = new GroundLiteral(new GroundPredicate("OP1U_tag1("+users[i]+","+users[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_u1u2t1, op1_u1u2t1_list, op1));
                ArrayList<FaspFuzzyExpression> op1_u1u2t2_list = new ArrayList<FaspFuzzyExpression>();
                for(String tag2 : map_user_on_tag.get(users[j])){
                    ArrayList<FaspFuzzyExpression> max_u1u2t2_list = new ArrayList<FaspFuzzyExpression>();
                    for(String tag1 : map_user_on_tag.get(users[i])){
                        max_u1u2t2_list.add(new GroundLiteral(new GroundPredicate("SIMT("+tag2+","+tag1+")"),false, false,null));
                    }
                    GroundLiteral maxTU = new GroundLiteral(new GroundPredicate("MAXTR(tag1|"+tag2+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxTU, max_u1u2t2_list, new MULTIMAX()));
                    op1_u1u2t2_list.add(maxTU);
                }
                GroundLiteral op1_u1u2t2 = new GroundLiteral(new GroundPredicate("OP1U_tag2("+users[i]+","+users[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_u1u2t2, op1_u1u2t2_list, op1));
                ArrayList<FaspFuzzyExpression> op2_u1u2t_list = new ArrayList<FaspFuzzyExpression>();
                op2_u1u2t_list.add(op1_u1u2t1); op2_u1u2t_list.add(op1_u1u2t2);
                GroundLiteral op2_u1u2t = new GroundLiteral(new GroundPredicate("OP2U_tag("+users[i]+","+users[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op2_u1u2t, op2_u1u2t_list, op2));
                /**UR**/
                ArrayList<FaspFuzzyExpression> op1_u1u2r1_list = new ArrayList<FaspFuzzyExpression>();
                for(String res1 : map_user_on_res.get(users[i])){
                    ArrayList<FaspFuzzyExpression> max_u1u2r1_list = new ArrayList<FaspFuzzyExpression>();
                    for(String res2 : map_user_on_res.get(users[j])){
                        max_u1u2r1_list.add(new GroundLiteral(new GroundPredicate("SIMR("+res1+","+res2+")"),false, false,null));
                    }
                    GroundLiteral maxRU = new GroundLiteral(new GroundPredicate("MAXRU(res2|"+res1+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxRU, max_u1u2r1_list,new MULTIMAX()));
                    op1_u1u2r1_list.add(maxRU);
                }
                GroundLiteral op1_u1u2r1 = new GroundLiteral(new GroundPredicate("OP1U_res1("+users[i]+","+users[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_u1u2r1, op1_u1u2r1_list, op1));
                ArrayList<FaspFuzzyExpression> op1_u1u2r2_list = new ArrayList<FaspFuzzyExpression>();
                for(String res2 : map_user_on_res.get(users[j])){
                    ArrayList<FaspFuzzyExpression> max_u1u2r2_list = new ArrayList<FaspFuzzyExpression>();
                    for(String res1 : map_user_on_res.get(users[i])){
                        max_u1u2r2_list.add(new GroundLiteral(new GroundPredicate("SIMR("+res2+","+res1+")"),false, false,null));
                    }
                    GroundLiteral maxRU = new GroundLiteral(new GroundPredicate("MAXRU(res1|"+res2+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxRU, max_u1u2r2_list,new MULTIMAX()));
                    op1_u1u2r2_list.add(maxRU);
                }
                GroundLiteral op1_u1u2r2 = new GroundLiteral(new GroundPredicate("OP1U_res2("+users[i]+","+users[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_u1u2r1, op1_u1u2r1_list, op1));
                GroundLiteral op2_u1u2r = new GroundLiteral(new GroundPredicate("OP2U_res("+users[i]+","+users[j]+")"),false, false,null);
                ArrayList<FaspFuzzyExpression> op2_u1u2r_list = new ArrayList<FaspFuzzyExpression>();
                op2_u1u2r_list.add(op1_r1r2u1); op2_u1u2r_list.add(op1_u1u2r2);
                rules.add(new GroundRegularRule(op2_u1u2r, op2_u1u2r_list, op2));
                /**Uop3**/
                GroundLiteral op3_u1u2 = new GroundLiteral(new GroundPredicate("SIMU("+users[i]+","+users[j]+")"),false, false,null);
                GroundLiteral op3_u2u1 = new GroundLiteral(new GroundPredicate("SIMU("+users[j]+","+users[i]+")"),false, false,null);
                ArrayList<FaspFuzzyExpression> op3_u1u2_list = new ArrayList<FaspFuzzyExpression>();
                op3_u1u2_list.add(op2_u1u2t); op3_u1u2_list.add(op2_u1u2r);
                rules.add(new GroundRegularRule(op3_u1u2, op3_u1u2_list, op3));
                rules.add(new GroundRegularRule(op3_u2u1, op3_u1u2_list, op3));
            }
        }

        /*T*/
        String[] tags = map_tag_on_user.keySet().toArray(new String[0]);
        for(int i=0; i<tags.length; i++){
            for(int j=i+1; j< tags.length; j++){
                /**TU**/
                ArrayList<FaspFuzzyExpression> op1_t1t2u1_list = new ArrayList<FaspFuzzyExpression>();
                for(String user1 : map_tag_on_user.get(tags[i])){
                    ArrayList<FaspFuzzyExpression> max_t1t2u1_list = new ArrayList<FaspFuzzyExpression>();
                    for(String user2 : map_tag_on_user.get(tags[j])){
                        max_t1t2u1_list.add(new GroundLiteral(new GroundPredicate("SIMU("+user1+","+user2+")"),false, false,null));
                    }
                    GroundLiteral maxUT = new GroundLiteral(new GroundPredicate("MAXUT(user2|"+user1+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxUT, max_t1t2u1_list,new MULTIMAX()));
                    op1_t1t2u1_list.add(maxUT);
                }
                GroundLiteral op1_t1t2u1 = new GroundLiteral(new GroundPredicate("OP1T_user1("+tags[i]+","+tags[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_t1t2u1, op1_t1t2u1_list, op1));
                ArrayList<FaspFuzzyExpression> op1_t1t2u2_list = new ArrayList<FaspFuzzyExpression>();
                for(String user2 : map_tag_on_user.get(tags[j])){
                    ArrayList<FaspFuzzyExpression> max_t1t2u2_list = new ArrayList<FaspFuzzyExpression>();
                    for(String user1 : map_tag_on_user.get(tags[i])){
                        max_t1t2u2_list.add(new GroundLiteral(new GroundPredicate("SIMU("+user2+","+user1+")"),false, false,null));
                    }
                    GroundLiteral maxUT = new GroundLiteral(new GroundPredicate("MAXUT(user1|"+user2+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxUT, max_t1t2u2_list,new MULTIMAX()));
                    op1_t1t2u2_list.add(maxUT);
                }
                GroundLiteral op1_t1t2u2 = new GroundLiteral(new GroundPredicate("OP1T_user2("+tags[i]+","+tags[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_t1t2u2, op1_t1t2u2_list, op1));
                ArrayList<FaspFuzzyExpression> op2_t1t2u_list = new ArrayList<FaspFuzzyExpression>();
                op2_t1t2u_list.add(op1_t1t2u1); op2_t1t2u_list.add(op1_t1t2u2);
                GroundLiteral op2_t1t2u = new GroundLiteral(new GroundPredicate("OP2T_user("+tags[i]+","+tags[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op2_t1t2u, op2_t1t2u_list, op2));
                /**TR**/
                ArrayList<FaspFuzzyExpression> op1_t1t2r1_list = new ArrayList<FaspFuzzyExpression>();
                for(String res1 : map_tag_on_res.get(tags[i])){
                    ArrayList<FaspFuzzyExpression> max_t1t2r1_list = new ArrayList<FaspFuzzyExpression>();
                    for(String res2 : map_tag_on_res.get(tags[j])){
                        max_t1t2r1_list.add(new GroundLiteral(new GroundPredicate("SIMR("+res1+","+res2+")"),false, false,null));
                    }
                    GroundLiteral maxUR = new GroundLiteral(new GroundPredicate("MAXUR(res2|"+res1+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxUR, max_t1t2r1_list,new MULTIMAX()));
                    op1_t1t2r1_list.add(maxUR);
                }
                GroundLiteral op1_t1t2r1 = new GroundLiteral(new GroundPredicate("OP1T_res1("+tags[i]+","+tags[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_t1t2r1, op1_t1t2r1_list, op1));
                ArrayList<FaspFuzzyExpression> op1_t1t2r2_list = new ArrayList<FaspFuzzyExpression>();
                for(String res2 : map_tag_on_res.get(tags[j])){
                    ArrayList<FaspFuzzyExpression> max_t1t2r2_list = new ArrayList<FaspFuzzyExpression>();
                    for(String res1 : map_tag_on_res.get(tags[i])){
                        max_t1t2r2_list.add(new GroundLiteral(new GroundPredicate("SIMR("+res2+","+res1+")"),false, false,null));
                    }
                    GroundLiteral maxUR = new GroundLiteral(new GroundPredicate("MAXUR(res1|"+res2+")"),false, false,null);
                    rules.add(new GroundRegularRule(maxUR, max_t1t2r2_list,new MULTIMAX()));
                    op1_t1t2r2_list.add(maxUR);
                }
                GroundLiteral op1_t1t2r2 = new GroundLiteral(new GroundPredicate("OP1T_res2("+tags[i]+","+tags[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op1_t1t2r2, op1_t1t2r2_list, op1));
                ArrayList<FaspFuzzyExpression> op2_t1t2r_list = new ArrayList<FaspFuzzyExpression>();
                op2_t1t2r_list.add(op1_t1t2r1); op2_t1t2r_list.add(op1_t1t2r2);
                GroundLiteral op2_t1t2r = new GroundLiteral(new GroundPredicate("OP2T_res("+tags[i]+","+tags[j]+")"),false, false,null);
                rules.add(new GroundRegularRule(op2_t1t2r, op2_t1t2r_list, op2));
                /**Top3**/
                GroundLiteral op3_t1t2 = new GroundLiteral(new GroundPredicate("SIMT("+tags[i]+","+tags[j]+")"),false, false,null);
                GroundLiteral op3_t2t1 = new GroundLiteral(new GroundPredicate("SIMT("+tags[j]+","+tags[i]+")"),false, false,null);
                ArrayList<FaspFuzzyExpression> op3_t1t2_list = new ArrayList<FaspFuzzyExpression>();
                op3_t1t2_list.add(op2_t1t2u); op3_t1t2_list.add(op2_t1t2r);
                rules.add(new GroundRegularRule(op3_t1t2, op3_t1t2_list, op3));
                rules.add(new GroundRegularRule(op3_t2t1, op3_t1t2_list, op3));
            }
View Full Code Here
TOP

Related Classes of fasp.datatypes.GroundPredicate

  • expressions.FuzzyVariableExpression
  • tagRecommendation.SimilarityBuilder2
  • tagRecommendation.Tester
    • Copyright © 2018 www.massapicom. All rights reserved.
    All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.