24小時(shí)熱門版塊排行榜

北京石油化工學(xué)院2026年研究生招生接收調(diào)劑公告

返回列表

下一頁(yè)

【懸賞金幣】回答本帖問題，作者空空如也0將贈(zèng)送您 50 個(gè)金幣

空空如也0

新蟲 (正式寫手)

應(yīng)助: 0 (幼兒園)
金幣: 76.3
散金: 102
紅花: 1
沙發(fā): 1
帖子: 435
在線: 98.4小時(shí)
蟲號(hào): 9512889
注冊(cè): 2018-07-17
專業(yè): 計(jì)算機(jī)軟件

[求助] 給了一個(gè)月的修訂時(shí)間，我10天就改好了。我要不要等到一個(gè)月后再投？已有6人參與

審稿意見：
Reviewer #1: I understand that AL-based approach needs both "initial training set" and "the newly added samples" in order to select most representative samples. However, there are two questions. First, what do you mean representative samples? Does it mean a set of samples which covers both valid and invalid links? Second, it seems that in the Algorithm 1, active learning relies on the termination condition to ensure the representativeness of the samples. If I am correct, the termination condition used in the paper (i.e., the number of labeled samples reaches a preset value) does not make any sense. A better termination condition could be the labeled samples shall contains at least 1 valid link and 1 invalid link.

Reviewer #2: Tracking the relation between artifacts in software project is important. Generally, it is human intensive task to construct the traceability links.
Traditional information retrieve techniques has been employed to automatic analyze and recover traceability links. Even machine learning approaches as adopted to train an effective predictive model for traceability link recovery. It requires humans to label traceability links.

This paper presents a TLR approach based on active learning. Evaluation experiments were conducted on seven commonly used traceability datasets. It was compared with an IR-based approach and a current machine learning approach. The experiment shows that AL-based approach outperforms the other two approaches in terms of F-score.

Concerns

1、 Page1, "(hereafter called AL-based approach)" is repeated in the abstract and introduction.
2、 Page 1, section 1, left column, last line, "traceability" means "traceability relationships" or "traceability links"?
3、 Page 2, left column, "TSL-based approach is that how to select traceability links for labeling to generate traceability information."=》that
4、 Page 3, Section 3, Step1: (1)" randomly selecting a small number of samples for labeling to initialize Dt", =>"randomly labeling a small number of samples to initialize Dt "
5、 Page 3, Section 3, Step1: (3) "selecting an unlabeled sample from the unlabeled sample set based on sample selection strategy and requesting experts to label the sample"=> The authors need to define the D and Dl here. Regarding to the context, the Dt and Dl seem equivalent, why use different symbol?
6、 Page 3, Section 3, Step 4, This paper chose Random Forest as the classification algorithm. However, the authors only claimed that "The reason for choosing Random Forest is because it has been shown to be accurate and robust". It would be better to explain why random forest is more suitable for the task.
7、 Page 4, Algorithm1 needs to be reconstructed. It would be much better to define input and output, as well as all the variables used in the algorithm.
8、 Section 4. It would be much better to move Experimental metric at the beginning of section 4. Authors use the F-score before its definition.
9、 The format of refences should be standardized, especially, the names and abbreviations of journals and conferences.

[考研] 一志愿085600中科院寧波所276分求調(diào)劑 +6	材料學(xué)257求調(diào)劑 2026-03-28	7/350	2026-03-31 08:15 by 一只好果子?
[考研] 085601一志愿西北工業(yè)大學(xué)初試346 +4	085601初試346 2026-03-30	4/200	2026-03-31 07:47 by jp9609
[考研] 材料工程專碩求調(diào)劑 +8	hyl3153942 2026-03-29	8/400	2026-03-30 20:45 by dophin1985
[考研] 調(diào)劑 +4	GK72 2026-03-30	4/200	2026-03-30 20:32 by dick_runner
[考研] 化學(xué)0703 調(diào)劑 306分一志愿211 +8	26要上岸 2026-03-28	8/400	2026-03-30 16:39 by herarysara
[碩博家園] 求調(diào)劑有機(jī)化學(xué)考研356分 +10	Nadiums 2026-03-25	11/550	2026-03-30 11:56 by yjolah
[考研] 求化學(xué)調(diào)劑 +11	wulanna 2026-03-28	11/550	2026-03-30 10:59 by 探123
[考研] 一志愿中南大學(xué)化學(xué)0703總分337求調(diào)劑 +6	niko- 2026-03-27	6/300	2026-03-30 10:25 by herarysara
[考研] 291求調(diào)劑 +5	Y-cap 2026-03-29	6/300	2026-03-29 13:18 by mumin1990
[考研] 藥學(xué)105500求調(diào)劑 +3	Ssun。。 2026-03-28	3/150	2026-03-28 11:24 by lxf170613
[考研] 0856，材料與化工321分求調(diào)劑 +12	大饞小子 2026-03-27	13/650	2026-03-28 10:56 by self2008
[考研] 286求調(diào)劑 +4	丟掉懶惰 2026-03-27	7/350	2026-03-28 08:07 by baoball
[考研] 352分化工與材料 +5	海納百川Ly 2026-03-27	5/250	2026-03-28 03:39 by fmesaito
[考研] 一志愿西北大學(xué) 總分282 英語(yǔ)一62 求調(diào)劑 +7	18419759900 2026-03-25	8/400	2026-03-27 16:38 by 18419759900
[考研] 314求調(diào)劑 +3	溪云珂 2026-03-26	3/150	2026-03-27 11:20 by sanrepian
[論文投稿] Journal of Mechanical Science and Technology +3	Russ_ss 2026-03-25	5/250	2026-03-27 10:49 by 陸小果畫大餅
[考研] 0703化學(xué)一志愿南京師范大學(xué)303求調(diào)劑 +3	zzffylgg 2026-03-24	3/150	2026-03-27 10:42 by shangxh
[考研] 中國(guó)科學(xué)院深圳先進(jìn)技術(shù)研究院-光纖傳感課題組招生-中國(guó)科學(xué)院大學(xué)、深圳理工大學(xué)聯(lián)培 +5	YangTyu1 2026-03-26	5/250	2026-03-26 18:27 by 貓咪貓咪呀
[考研] 機(jī)械學(xué)碩總分317求調(diào)劑！�。�！ +4	Acaciad 2026-03-25	4/200	2026-03-25 19:59 by hanserlol
[考研] 【2026考研調(diào)劑】制藥工程 284分求相關(guān)專業(yè)調(diào)劑名額 +4	袁奐奐 2026-03-25	8/400	2026-03-25 14:32 by lbsjt

24小時(shí)熱門版塊排行榜

[求助] 給了一個(gè)月的修訂時(shí)間，我10天就改好了。我要不要等到一個(gè)月后再投？ 已有6人參與

» 猜你喜歡

【答案】應(yīng)助回帖

【答案】應(yīng)助回帖

【答案】應(yīng)助回帖

【答案】應(yīng)助回帖

[求助] 給了一個(gè)月的修訂時(shí)間，我10天就改好了。我要不要等到一個(gè)月后再投？已有6人參與